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ORCIDBibTeX records: Axel Wismüller
@inproceedings{DBLP:conf/mibam/WismullerASKV23,
author = {Axel Wism{\"{u}}ller and
Jerome Avondo and
Larry Stockmaster and
Akhil Kasturi and
M. Ali Vosoughi},
editor = {Barjor S. Gimi and
Andrzej Kr{\'{o}}l},
title = {Tracking the impact of global iodinated contrast agent shortage on
radiology: analysis of {CT} exam volumes at a major {US} healthcare},
booktitle = {Medical Imaging 2023: Biomedical Applications in Molecular, Structural,
and Functional Imaging, San Diego, CA, USA, February 19-23, 2023},
series = {{SPIE} Proceedings},
volume = {12468},
publisher = {{SPIE}},
year = {2023},
url = {https://doi.org/10.1117/12.2654552},
doi = {10.1117/12.2654552},
timestamp = {Tue, 12 Mar 2024 16:31:58 +0100},
biburl = {https://dblp.org/rec/conf/mibam/WismullerASKV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mibam/WismullerVKH23,
author = {Axel Wism{\"{u}}ller and
M. Ali Vosoughi and
Akhil Kasturi and
Nathan Hadjiyski},
editor = {Barjor S. Gimi and
Andrzej Kr{\'{o}}l},
title = {Identification of schizophrenia patients using large-scale Extended
Granger Causality (lsXGC) in functional {MR} imaging},
booktitle = {Medical Imaging 2023: Biomedical Applications in Molecular, Structural,
and Functional Imaging, San Diego, CA, USA, February 19-23, 2023},
series = {{SPIE} Proceedings},
volume = {12468},
publisher = {{SPIE}},
year = {2023},
url = {https://doi.org/10.1117/12.2654499},
doi = {10.1117/12.2654499},
timestamp = {Tue, 12 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mibam/WismullerVKH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mibam/WismullerVKH23a,
author = {Axel Wism{\"{u}}ller and
M. Ali Vosoughi and
Akhil Kasturi and
Nathan Hadjiyski},
editor = {Barjor S. Gimi and
Andrzej Kr{\'{o}}l},
title = {Large-scale Augmented Granger Causality (lsAGC) for discovery of causal
brain connectivity networks in schizophrenia patients using functional
{MRI} neuroimaging},
booktitle = {Medical Imaging 2023: Biomedical Applications in Molecular, Structural,
and Functional Imaging, San Diego, CA, USA, February 19-23, 2023},
series = {{SPIE} Proceedings},
volume = {12468},
publisher = {{SPIE}},
year = {2023},
url = {https://doi.org/10.1117/12.2654502},
doi = {10.1117/12.2654502},
timestamp = {Tue, 12 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mibam/WismullerVKH23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mibam/WismullerVKH23b,
author = {Axel Wism{\"{u}}ller and
M. Ali Vosoughi and
Akhil Kasturi and
Nathan Hadjiyski},
editor = {Barjor S. Gimi and
Andrzej Kr{\'{o}}l},
title = {Large-Scale Granger Causality (lsGC) for classification of schizophrenia
using functional {MRI}},
booktitle = {Medical Imaging 2023: Biomedical Applications in Molecular, Structural,
and Functional Imaging, San Diego, CA, USA, February 19-23, 2023},
series = {{SPIE} Proceedings},
volume = {12468},
publisher = {{SPIE}},
year = {2023},
url = {https://doi.org/10.1117/12.2654504},
doi = {10.1117/12.2654504},
timestamp = {Tue, 12 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mibam/WismullerVKH23b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/HadjiyskiVW23,
author = {Nathan Hadjiyski and
M. Ali Vosoughi and
Axel Wism{\"{u}}ller},
editor = {Khan M. Iftekharuddin and
Weijie Chen},
title = {Cross modal global local representation learning from radiology reports
and x-ray chest images},
booktitle = {Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, CA, USA,
February 19-23, 2023},
series = {{SPIE} Proceedings},
volume = {12465},
publisher = {{SPIE}},
year = {2023},
url = {https://doi.org/10.1117/12.2654520},
doi = {10.1117/12.2654520},
timestamp = {Tue, 19 Mar 2024 12:50:04 +0100},
biburl = {https://dblp.org/rec/conf/micad/HadjiyskiVW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/VosoughiKHW23,
author = {M. Ali Vosoughi and
Akhil Kasturi and
Nathan Hadjiyski and
Axel Wism{\"{u}}ller},
editor = {Khan M. Iftekharuddin and
Weijie Chen},
title = {Classification of schizophrenia using large-scale kernelized Granger
causality (lsKGC) and functional {MR} imaging},
booktitle = {Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, CA, USA,
February 19-23, 2023},
series = {{SPIE} Proceedings},
volume = {12465},
publisher = {{SPIE}},
year = {2023},
url = {https://doi.org/10.1117/12.2654506},
doi = {10.1117/12.2654506},
timestamp = {Tue, 19 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micad/VosoughiKHW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-10951,
author = {Nathan Hadjiyski and
M. Ali Vosoughi and
Axel Wism{\"{u}}ller},
title = {Cross Modal Global Local Representation Learning from Radiology Reports
and X-Ray Chest Images},
journal = {CoRR},
volume = {abs/2301.10951},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.10951},
doi = {10.48550/ARXIV.2301.10951},
eprinttype = {arXiv},
eprint = {2301.10951},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-10951.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/WismullerDAVGCB22,
author = {Axel Wism{\"{u}}ller and
Adora M. DSouza and
Anas Z. Abidin and
M. Ali Vosoughi and
Christopher Gange and
Isabel O. Cortopassi and
Gracijela Bozovic and
Alexander A. Bankier and
Kiran Batra and
Yosef Chodakiewitz and
Yin Xi and
Christopher T. Whitlow and
Janardhana Ponnatapura and
Gary J. Wendt and
Eric P. Weinberg and
Larry Stockmaster and
David A. Shrier and
Min Chul Shin and
Roshan Modi and
Hao Steven Lo and
Seth Kligerman and
Aws Hamid and
Lewis D. Hahn and
Glenn M. Garcia and
Jonathan H. Chung and
Talissa Altes and
Suhny Abbara and
Anna S. Bader},
title = {Early-stage {COVID-19} pandemic observations on pulmonary embolism
using nationwide multi-institutional data harvesting},
journal = {npj Digit. Medicine},
volume = {5},
year = {2022},
url = {https://doi.org/10.1038/s41746-022-00653-2},
doi = {10.1038/S41746-022-00653-2},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/WismullerDAVGCB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/VosoughiDAW22,
author = {Mohammad Ali Vosoughi and
Adora M. DSouza and
Anas Z. Abidin and
Axel Wism{\"{u}}ller},
title = {Relation Discovery in Nonlinearly Related Large-Scale Settings},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2022, Virtual and Singapore, 23-27 May 2022},
pages = {5103--5107},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICASSP43922.2022.9747356},
doi = {10.1109/ICASSP43922.2022.9747356},
timestamp = {Tue, 07 Jun 2022 17:34:47 +0200},
biburl = {https://dblp.org/rec/conf/icassp/VosoughiDAW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mibam/VosoughiW22,
author = {M. Ali Vosoughi and
Axel Wism{\"{u}}ller},
editor = {Barjor S. Gimi and
Andrzej Kr{\'{o}}l},
title = {Large-scale Kernelized Granger Causality (lsKGC) for inferring topology
of directed graphs in brain networks},
booktitle = {Medical Imaging 2022: Biomedical Applications in Molecular, Structural,
and Functional Imaging, San Diego, CA, USA, February 20-24, 2022 /
Online, March 21-27, 2022},
series = {{SPIE} Proceedings},
volume = {12036},
publisher = {{SPIE}},
year = {2022},
url = {https://doi.org/10.1117/12.2613459},
doi = {10.1117/12.2613459},
timestamp = {Thu, 07 Mar 2024 15:34:21 +0100},
biburl = {https://dblp.org/rec/conf/mibam/VosoughiW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mibam/WismullerVDA22,
author = {Axel Wism{\"{u}}ller and
M. Ali Vosoughi and
Adora M. DSouza and
Anas Z. Abidin},
editor = {Barjor S. Gimi and
Andrzej Kr{\'{o}}l},
title = {Investigation of large-scale extended Granger causality (lsXGC) on
synthetic functional {MRI} data},
booktitle = {Medical Imaging 2022: Biomedical Applications in Molecular, Structural,
and Functional Imaging, San Diego, CA, USA, February 20-24, 2022 /
Online, March 21-27, 2022},
series = {{SPIE} Proceedings},
volume = {12036},
publisher = {{SPIE}},
year = {2022},
url = {https://doi.org/10.1117/12.2613380},
doi = {10.1117/12.2613380},
timestamp = {Thu, 07 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mibam/WismullerVDA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mibam/WismullerVDA22a,
author = {Axel Wism{\"{u}}ller and
M. Ali Vosoughi and
Adora M. DSouza and
Anas Z. Abidin},
editor = {Barjor S. Gimi and
Andrzej Kr{\'{o}}l},
title = {Inferring functional relations from synthetic fMRI data using large-scale
Nonlinear Granger Causality (lsNGC)},
booktitle = {Medical Imaging 2022: Biomedical Applications in Molecular, Structural,
and Functional Imaging, San Diego, CA, USA, February 20-24, 2022 /
Online, March 21-27, 2022},
series = {{SPIE} Proceedings},
volume = {12036},
publisher = {{SPIE}},
year = {2022},
url = {https://doi.org/10.1117/12.2613389},
doi = {10.1117/12.2613389},
timestamp = {Thu, 07 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mibam/WismullerVDA22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/WismullerVDA22,
author = {Axel Wism{\"{u}}ller and
M. Ali Vosoughi and
Adora M. DSouza and
Anas Z. Abidin},
editor = {Karen Drukker and
Khan M. Iftekharuddin},
title = {Exploring directed network connectivity in complex systems using large-scale
augmented Granger causality (lsAGC)},
booktitle = {Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, CA, USA,
February 20-24, 2022 / online, March 21-27, 2022},
series = {{SPIE} Proceedings},
volume = {12033},
publisher = {{SPIE}},
year = {2022},
url = {https://doi.org/10.1117/12.2611301},
doi = {10.1117/12.2611301},
timestamp = {Thu, 14 Mar 2024 14:37:17 +0100},
biburl = {https://dblp.org/rec/conf/micad/WismullerVDA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-00629,
author = {Axel Wism{\"{u}}ller and
Larry Stockmaster and
M. Ali Vosoughi},
title = {Re-defining Radiology Quality Assurance {(QA)} - Artificial Intelligence
(AI)-Based {QA} by Restricted Investigation of Unequal Scores {(AQUARIUS)}},
journal = {CoRR},
volume = {abs/2205.00629},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.00629},
doi = {10.48550/ARXIV.2205.00629},
eprinttype = {arXiv},
eprint = {2205.00629},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-00629.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-03029,
author = {Axel Wism{\"{u}}ller and
M. Ali Vosoughi and
Adora M. DSouza and
Anas Z. Abidin},
title = {Investigation of large-scale extended Granger causality (lsXGC) on
synthetic functional {MRI} data},
journal = {CoRR},
volume = {abs/2205.03029},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.03029},
doi = {10.48550/ARXIV.2205.03029},
eprinttype = {arXiv},
eprint = {2205.03029},
timestamp = {Wed, 11 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-03029.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/VosoughiW21,
author = {M. Ali Vosoughi and
Axel Wism{\"{u}}ller},
title = {Leveraging Pre-Images to Discover Nonlinear Relationships in Multivariate
Environments},
booktitle = {29th European Signal Processing Conference, {EUSIPCO} 2021, Dublin,
Ireland, August 23-27, 2021},
pages = {1456--1460},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.23919/EUSIPCO54536.2021.9616088},
doi = {10.23919/EUSIPCO54536.2021.9616088},
timestamp = {Thu, 09 Dec 2021 12:26:50 +0100},
biburl = {https://dblp.org/rec/conf/eusipco/VosoughiW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mibam/VosoughiW21,
author = {M. Ali Vosoughi and
Axel Wism{\"{u}}ller},
editor = {Barjor S. Gimi and
Andrzej Kr{\'{o}}l},
title = {Large-scale extended Granger causality for classification of marijuana
users from functional {MRI}},
booktitle = {Medical Imaging 2021: Biomedical Applications in Molecular, Structural,
and Functional Imaging, Online, February 15-20, 2021},
series = {{SPIE} Proceedings},
volume = {11600},
publisher = {{SPIE}},
year = {2021},
url = {https://doi.org/10.1117/12.2582310},
doi = {10.1117/12.2582310},
timestamp = {Wed, 06 Mar 2024 16:11:37 +0100},
biburl = {https://dblp.org/rec/conf/mibam/VosoughiW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mibam/WismullerDVA21,
author = {Axel Wism{\"{u}}ller and
Adora M. DSouza and
M. Ali Vosoughi and
Anas Z. Abidin},
editor = {Barjor S. Gimi and
Andrzej Kr{\'{o}}l},
title = {Network connectivity analysis in complex systems using large-scale
non-linear Granger causality (lsNGC)},
booktitle = {Medical Imaging 2021: Biomedical Applications in Molecular, Structural,
and Functional Imaging, Online, February 15-20, 2021},
series = {{SPIE} Proceedings},
volume = {11600},
publisher = {{SPIE}},
year = {2021},
url = {https://doi.org/10.1117/12.2582265},
doi = {10.1117/12.2582265},
timestamp = {Wed, 06 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mibam/WismullerDVA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mibam/WismullerSV21,
author = {Axel Wism{\"{u}}ller and
Larry Stockmaster and
M. Ali Vosoughi},
editor = {Barjor S. Gimi and
Andrzej Kr{\'{o}}l},
title = {Investigating Covid-19 pandemic-induced effects on detection of emergent
clinical imaging findings by large-scale tracking of utilization and
reading results for AI-based image analysis services},
booktitle = {Medical Imaging 2021: Biomedical Applications in Molecular, Structural,
and Functional Imaging, Online, February 15-20, 2021},
series = {{SPIE} Proceedings},
volume = {11600},
publisher = {{SPIE}},
year = {2021},
url = {https://doi.org/10.1117/12.2582307},
doi = {10.1117/12.2582307},
timestamp = {Wed, 06 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mibam/WismullerSV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mibam/WismullerV21,
author = {Axel Wism{\"{u}}ller and
M. Ali Vosoughi},
editor = {Barjor S. Gimi and
Andrzej Kr{\'{o}}l},
title = {Large-scale augmented Granger causality (lsAGC) for connectivity analysis
in complex systems: from computer simulations to functional {MRI}
(fMRI)},
booktitle = {Medical Imaging 2021: Biomedical Applications in Molecular, Structural,
and Functional Imaging, Online, February 15-20, 2021},
series = {{SPIE} Proceedings},
volume = {11600},
publisher = {{SPIE}},
year = {2021},
url = {https://doi.org/10.1117/12.2582152},
doi = {10.1117/12.2582152},
timestamp = {Wed, 06 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mibam/WismullerV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/WismullerV21,
author = {Axel Wism{\"{u}}ller and
M. Ali Vosoughi},
editor = {Maciej A. Mazurowski and
Karen Drukker},
title = {Classification of schizophrenia from functional {MRI} using large-scale
extended Granger causality},
booktitle = {Medical Imaging 2021: Computer-Aided Diagnosis, Online, February 15-20,
2021},
series = {{SPIE} Proceedings},
volume = {11597},
publisher = {{SPIE}},
year = {2021},
url = {https://doi.org/10.1117/12.2582039},
doi = {10.1117/12.2582039},
timestamp = {Wed, 06 Mar 2024 16:09:26 +0100},
biburl = {https://dblp.org/rec/conf/micad/WismullerV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-01832,
author = {M. Ali Vosoughi and
Axel Wism{\"{u}}ller},
title = {Large-Scale Extended Granger Causality for Classification of Marijuana
Users From Functional {MRI}},
journal = {CoRR},
volume = {abs/2101.01832},
year = {2021},
url = {https://arxiv.org/abs/2101.01832},
eprinttype = {arXiv},
eprint = {2101.01832},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-01832.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-09354,
author = {Axel Wism{\"{u}}ller and
M. Ali Vosoughi},
title = {Large-scale Augmented Granger Causality (lsAGC) for Connectivity Analysis
in Complex Systems: From Computer Simulations to Functional {MRI}
(fMRI)},
journal = {CoRR},
volume = {abs/2101.09354},
year = {2021},
url = {https://arxiv.org/abs/2101.09354},
eprinttype = {arXiv},
eprint = {2101.09354},
timestamp = {Sun, 31 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-09354.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-10471,
author = {Axel Wism{\"{u}}ller and
M. Ali Vosoughi},
title = {Classification of Schizophrenia from Functional {MRI} Using Large-scale
Extended Granger Causality},
journal = {CoRR},
volume = {abs/2101.10471},
year = {2021},
url = {https://arxiv.org/abs/2101.10471},
eprinttype = {arXiv},
eprint = {2101.10471},
timestamp = {Sun, 31 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-10471.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-00842,
author = {M. Ali Vosoughi and
Axel Wism{\"{u}}ller},
title = {Leveraging Pre-Images to Discover Nonlinear Relationships in Multivariate
Environments},
journal = {CoRR},
volume = {abs/2106.00842},
year = {2021},
url = {https://arxiv.org/abs/2106.00842},
eprinttype = {arXiv},
eprint = {2106.00842},
timestamp = {Wed, 09 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-00842.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mibam/WismullerS20,
author = {Axel Wism{\"{u}}ller and
Larry Stockmaster},
editor = {Andrzej Kr{\'{o}}l and
Barjor S. Gimi},
title = {A prospective randomized clinical trial for measuring radiology study
reporting time on Artificial Intelligence-based detection of intracranial
hemorrhage in emergent care head {CT}},
booktitle = {Medical Imaging 2020: Biomedical Applications in Molecular, Structural,
and Functional Imaging, Houston, TX, USA, February 15-20, 2020},
series = {{SPIE} Proceedings},
volume = {11317},
pages = {113170M},
publisher = {{SPIE}},
year = {2020},
url = {https://doi.org/10.1117/12.2552400},
doi = {10.1117/12.2552400},
timestamp = {Thu, 23 Jul 2020 19:19:00 +0200},
biburl = {https://dblp.org/rec/conf/mibam/WismullerS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mibam/SaboksayrDFW20,
author = {Seyed Saman Saboksayr and
Adora M. DSouza and
John J. Foxe and
Axel Wism{\"{u}}ller},
editor = {Andrzej Kr{\'{o}}l and
Barjor S. Gimi},
title = {Classification of attention-deficit/hyperactivity disorder from resting-state
functional {MRI} with mutual connectivity analysis},
booktitle = {Medical Imaging 2020: Biomedical Applications in Molecular, Structural,
and Functional Imaging, Houston, TX, USA, February 15-20, 2020},
series = {{SPIE} Proceedings},
volume = {11317},
pages = {1131703},
publisher = {{SPIE}},
year = {2020},
url = {https://doi.org/10.1117/12.2549997},
doi = {10.1117/12.2549997},
timestamp = {Thu, 23 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mibam/SaboksayrDFW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/SaboksayrFW20,
author = {Seyed Saman Saboksayr and
John J. Foxe and
Axel Wism{\"{u}}ller},
editor = {Horst K. Hahn and
Maciej A. Mazurowski},
title = {Attention-deficit/hyperactivity disorder prediction using graph convolutional
networks},
booktitle = {Medical Imaging 2020: Computer-Aided Diagnosis, Houston, TX, USA,
February 16-19, 2020},
series = {{SPIE} Proceedings},
volume = {11314},
publisher = {{SPIE}},
year = {2020},
url = {https://doi.org/10.1117/12.2551364},
doi = {10.1117/12.2551364},
timestamp = {Tue, 05 Mar 2024 15:24:16 +0100},
biburl = {https://dblp.org/rec/conf/micad/SaboksayrFW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/WismullerFGS20,
author = {Axel Wism{\"{u}}ller and
John J. Foxe and
Paul Geha and
Seyed Saman Saboksayr},
editor = {Horst K. Hahn and
Maciej A. Mazurowski},
title = {Large-scale Extended Granger Causality (lsXGC) for classification
of Autism Spectrum Disorder from resting-state functional {MRI}},
booktitle = {Medical Imaging 2020: Computer-Aided Diagnosis, Houston, TX, USA,
February 16-19, 2020},
series = {{SPIE} Proceedings},
volume = {11314},
publisher = {{SPIE}},
year = {2020},
url = {https://doi.org/10.1117/12.2550027},
doi = {10.1117/12.2550027},
timestamp = {Tue, 05 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micad/WismullerFGS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-01185,
author = {Axel Wism{\"{u}}ller and
Titas De and
Eva Lochm{\"{u}}ller and
Felix Eckstein and
Mahesh B. Nagarajan},
title = {Introducing Anisotropic Minkowski Functionals and Quantitative Anisotropy
Measures for Local Structure Analysis in Biomedical Imaging},
journal = {CoRR},
volume = {abs/2004.01185},
year = {2020},
url = {https://arxiv.org/abs/2004.01185},
eprinttype = {arXiv},
eprint = {2004.01185},
timestamp = {Wed, 08 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-01185.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-06805,
author = {Adora M. DSouza and
Anas Z. Abidin and
Axel Wism{\"{u}}ller},
title = {Automated Identification of Thoracic Pathology from Chest Radiographs
with Enhanced Training Pipeline},
journal = {CoRR},
volume = {abs/2006.06805},
year = {2020},
url = {https://arxiv.org/abs/2006.06805},
eprinttype = {arXiv},
eprint = {2006.06805},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-06805.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-04681,
author = {Axel Wism{\"{u}}ller and
Adora M. DSouza and
Anas Z. Abidin},
title = {Large-scale nonlinear Granger causality: {A} data-driven, multivariate
approach to recovering directed networks from short time-series data},
journal = {CoRR},
volume = {abs/2009.04681},
year = {2020},
url = {https://arxiv.org/abs/2009.04681},
eprinttype = {arXiv},
eprint = {2009.04681},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-04681.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-07437,
author = {Axel Wism{\"{u}}ller and
Larry Stockmaster},
title = {Tracking Results and Utilization of Artificial Intelligence (tru-AI)
in Radiology: Early-Stage {COVID-19} Pandemic Observations},
journal = {CoRR},
volume = {abs/2010.07437},
year = {2020},
url = {https://arxiv.org/abs/2010.07437},
eprinttype = {arXiv},
eprint = {2010.07437},
timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-07437.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-08261,
author = {M. Ali Vosoughi and
Axel Wism{\"{u}}ller},
title = {Large-scale kernelized {GRANGER} causality to infer topology of directed
graphs with applications to brain networks},
journal = {CoRR},
volume = {abs/2011.08261},
year = {2020},
url = {https://arxiv.org/abs/2011.08261},
eprinttype = {arXiv},
eprint = {2011.08261},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-08261.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/ChockanathanDAS19,
author = {Udaysankar Chockanathan and
Adora M. DSouza and
Anas Z. Abidin and
Giovanni Schifitto and
Axel Wism{\"{u}}ller},
title = {Automated diagnosis of HIV-associated neurocognitive disorders using
large-scale Granger causality analysis of resting-state functional
{MRI}},
journal = {Comput. Biol. Medicine},
volume = {106},
pages = {24--30},
year = {2019},
url = {https://doi.org/10.1016/j.compbiomed.2019.01.006},
doi = {10.1016/J.COMPBIOMED.2019.01.006},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cbm/ChockanathanDAS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mibam/AbidinDDLW19,
author = {Anas Z. Abidin and
Irfaan Dar and
Adora M. D'Souza and
Edward P. Lin and
Axel Wism{\"{u}}ller},
editor = {Barjor Gimi and
Andrzej Kr{\'{o}}l},
title = {Investigating a quantitative radiomics approach for brain tumor classification},
booktitle = {Medical Imaging 2019: Biomedical Applications in Molecular, Structural,
and Functional Imaging, San Diego, California, United States, 16-21
February 2019},
series = {{SPIE} Proceedings},
volume = {10953},
pages = {109530B},
publisher = {{SPIE}},
year = {2019},
url = {https://doi.org/10.1117/12.2512995},
doi = {10.1117/12.2512995},
timestamp = {Fri, 03 May 2019 11:09:53 +0200},
biburl = {https://dblp.org/rec/conf/mibam/AbidinDDLW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mibam/DSouzaAW19,
author = {Adora M. DSouza and
Anas Z. Abidin and
Axel Wism{\"{u}}ller},
editor = {Barjor Gimi and
Andrzej Kr{\'{o}}l},
title = {Classification of autism spectrum disorder from resting-state fMRI
with mutual connectivity analysis},
booktitle = {Medical Imaging 2019: Biomedical Applications in Molecular, Structural,
and Functional Imaging, San Diego, California, United States, 16-21
February 2019},
series = {{SPIE} Proceedings},
volume = {10953},
pages = {109531D},
publisher = {{SPIE}},
year = {2019},
url = {https://doi.org/10.1117/12.2512983},
doi = {10.1117/12.2512983},
timestamp = {Fri, 03 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mibam/DSouzaAW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/DSouzaAW19,
author = {Adora M. DSouza and
Anas Z. Abidin and
Axel Wism{\"{u}}ller},
editor = {Kensaku Mori and
Horst K. Hahn},
title = {Automated identification of thoracic pathology from chest radiographs
with enhanced training pipeline},
booktitle = {Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, California,
United States, 16-21 February 2019},
series = {{SPIE} Proceedings},
volume = {10950},
pages = {109503F},
publisher = {{SPIE}},
year = {2019},
url = {https://doi.org/10.1117/12.2512600},
doi = {10.1117/12.2512600},
timestamp = {Wed, 17 Apr 2019 09:20:02 +0200},
biburl = {https://dblp.org/rec/conf/micad/DSouzaAW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/AbidinDW19,
author = {Anas Z. Abidin and
Adora M. DSouza and
Axel Wism{\"{u}}ller},
editor = {Elsa D. Angelini and
Bennett A. Landman},
title = {Detecting connectivity changes in autism spectrum disorder using large-scale
Granger causality},
booktitle = {Medical Imaging 2019: Image Processing, San Diego, California, United
States, 16-21 February 2019},
series = {{SPIE} Proceedings},
volume = {10949},
pages = {109490M},
publisher = {{SPIE}},
year = {2019},
url = {https://doi.org/10.1117/12.2513023},
doi = {10.1117/12.2513023},
timestamp = {Wed, 17 Apr 2019 09:16:41 +0200},
biburl = {https://dblp.org/rec/conf/miip/AbidinDW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/AbidinDDNCW18,
author = {Anas Z. Abidin and
Botao Deng and
Adora M. DSouza and
Mahesh B. Nagarajan and
Paola Coan and
Axel Wism{\"{u}}ller},
title = {Deep transfer learning for characterizing chondrocyte patterns in
phase contrast X-Ray computed tomography images of the human patellar
cartilage},
journal = {Comput. Biol. Medicine},
volume = {95},
pages = {24--33},
year = {2018},
url = {https://doi.org/10.1016/j.compbiomed.2018.01.008},
doi = {10.1016/J.COMPBIOMED.2018.01.008},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/AbidinDDNCW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/DSouzaACSW18,
author = {Adora M. DSouza and
Anas Z. Abidin and
Udaysankar Chockanathan and
Giovanni Schifitto and
Axel Wism{\"{u}}ller},
title = {Mutual connectivity analysis of resting-state functional {MRI} data
with local models},
journal = {NeuroImage},
volume = {178},
pages = {210--223},
year = {2018},
url = {https://doi.org/10.1016/j.neuroimage.2018.05.038},
doi = {10.1016/J.NEUROIMAGE.2018.05.038},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/DSouzaACSW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mibam/AbidinDCSW18,
author = {Anas Zainul Abidin and
Adora M. D'Souza and
Udaysankar Chockanathan and
Giovanni Schifitto and
Axel Wism{\"{u}}ller},
editor = {Barjor Gimi and
Andrzej Kr{\'{o}}l},
title = {Investigating directed functional connectivity between the resting
state networks of the human brain using mutual connectivity analysis},
booktitle = {Medical Imaging 2018: Biomedical Applications in Molecular, Structural,
and Functional Imaging, Houston, Texas, United States, 10-15 February
2018},
series = {{SPIE} Proceedings},
volume = {10578},
pages = {105780A},
publisher = {{SPIE}},
year = {2018},
url = {https://doi.org/10.1117/12.2293863},
doi = {10.1117/12.2293863},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mibam/AbidinDCSW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mibam/ChockanathanADS18,
author = {Udaysankar Chockanathan and
Anas Z. Abidin and
Adora M. DSouza and
Giovanni Schifitto and
Axel Wism{\"{u}}ller},
editor = {Barjor Gimi and
Andrzej Kr{\'{o}}l},
title = {Resilient modular small-world directed brain networks in healthy subjects
with large-scale Granger causality analysis of resting-state functional
{MRI}},
booktitle = {Medical Imaging 2018: Biomedical Applications in Molecular, Structural,
and Functional Imaging, Houston, Texas, United States, 10-15 February
2018},
series = {{SPIE} Proceedings},
volume = {10578},
pages = {105780B},
publisher = {{SPIE}},
year = {2018},
url = {https://doi.org/10.1117/12.2293877},
doi = {10.1117/12.2293877},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mibam/ChockanathanADS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mibam/DSouzaACLW18,
author = {Adora M. DSouza and
Anas Z. Abidin and
Udaysankar Chockanathan and
Lutz Leistritz and
Axel Wism{\"{u}}ller},
editor = {Barjor Gimi and
Andrzej Kr{\'{o}}l},
title = {Investigating large-scale Granger causality analysis in presence of
noise and varying sampling rate},
booktitle = {Medical Imaging 2018: Biomedical Applications in Molecular, Structural,
and Functional Imaging, Houston, Texas, United States, 10-15 February
2018},
series = {{SPIE} Proceedings},
volume = {10578},
pages = {105780C},
publisher = {{SPIE}},
year = {2018},
url = {https://doi.org/10.1117/12.2293900},
doi = {10.1117/12.2293900},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mibam/DSouzaACLW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/ChockanathanDAS18,
author = {Udaysankar Chockanathan and
Adora M. DSouza and
Anas Z. Abidin and
Giovanni Schifitto and
Axel Wism{\"{u}}ller},
editor = {Nicholas A. Petrick and
Kensaku Mori},
title = {Identification and functional characterization of HIV-associated neurocognitive
disorders with large-scale Granger causality analysis on resting-state
functional {MRI}},
booktitle = {Medical Imaging 2018: Computer-Aided Diagnosis, Houston, Texas, USA,
10-15 February 2018},
series = {{SPIE} Proceedings},
volume = {10575},
pages = {105750Z},
publisher = {{SPIE}},
year = {2018},
url = {https://doi.org/10.1117/12.2293888},
doi = {10.1117/12.2293888},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micad/ChockanathanDAS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/DSouzaACW18,
author = {Adora M. DSouza and
Anas Z. Abidin and
Udaysankar Chockanathan and
Axel Wism{\"{u}}ller},
editor = {Elsa D. Angelini and
Bennett A. Landman},
title = {Regional autonomy changes in resting-state functional {MRI} in patients
with {HIV} associated neurocognitive disorder},
booktitle = {Medical Imaging 2018: Image Processing, Houston, Texas, United States,
10-15 February 2018},
series = {{SPIE} Proceedings},
volume = {10574},
pages = {105740Y},
publisher = {{SPIE}},
year = {2018},
url = {https://doi.org/10.1117/12.2293757},
doi = {10.1117/12.2293757},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miip/DSouzaACW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/ChenWDAWX18,
author = {Lele Chen and
Yue Wu and
Adora M. DSouza and
Anas Z. Abidin and
Axel Wism{\"{u}}ller and
Chenliang Xu},
editor = {Elsa D. Angelini and
Bennett A. Landman},
title = {{MRI} tumor segmentation with densely connected 3D {CNN}},
booktitle = {Medical Imaging 2018: Image Processing, Houston, Texas, United States,
10-15 February 2018},
series = {{SPIE} Proceedings},
volume = {10574},
pages = {105741F},
publisher = {{SPIE}},
year = {2018},
url = {https://doi.org/10.1117/12.2293394},
doi = {10.1117/12.2293394},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miip/ChenWDAWX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-02427,
author = {Lele Chen and
Yue Wu and
Adora M. DSouza and
Anas Z. Abidin and
Axel Wism{\"{u}}ller and
Chenliang Xu},
title = {{MRI} Tumor Segmentation with Densely Connected 3D {CNN}},
journal = {CoRR},
volume = {abs/1802.02427},
year = {2018},
url = {http://arxiv.org/abs/1802.02427},
eprinttype = {arXiv},
eprint = {1802.02427},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-02427.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mibam/AbidinCDIW17,
author = {Anas Z. Abidin and
Udaysankar Chockanathan and
Adora M. DSouza and
Matilde Inglese and
Axel Wism{\"{u}}ller},
editor = {Andrzej Kr{\'{o}}l and
Barjor Gimi},
title = {Using large-scale Granger causality to study changes in brain network
properties in the Clinically Isolated Syndrome {(CIS)} stage of multiple
sclerosis},
booktitle = {Medical Imaging 2017: Biomedical Applications in Molecular, Structural,
and Functional Imaging, Orlando, Florida, United States, 11-16 February
2017},
series = {{SPIE} Proceedings},
volume = {10137},
pages = {101371B},
publisher = {{SPIE}},
year = {2017},
url = {https://doi.org/10.1117/12.2254395},
doi = {10.1117/12.2254395},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mibam/AbidinCDIW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mibam/DSouzaAW17,
author = {Adora M. DSouza and
Anas Z. Abidin and
Axel Wism{\"{u}}ller},
editor = {Andrzej Kr{\'{o}}l and
Barjor Gimi},
title = {Investigating changes in resting-state connectivity from functional
{MRI} data in patients with {HIV} associated neurocognitive disorder
using {MCA} and machine learning},
booktitle = {Medical Imaging 2017: Biomedical Applications in Molecular, Structural,
and Functional Imaging, Orlando, Florida, United States, 11-16 February
2017},
series = {{SPIE} Proceedings},
volume = {10137},
pages = {101371C},
publisher = {{SPIE}},
year = {2017},
url = {https://doi.org/10.1117/12.2254189},
doi = {10.1117/12.2254189},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mibam/DSouzaAW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/DengADNCW17,
author = {Botao Deng and
Anas Z. Abidin and
Adora M. D'Souza and
Mahesh B. Nagarajan and
Paola Coan and
Axel Wism{\"{u}}ller},
editor = {Samuel G. Armato III and
Nicholas A. Petrick},
title = {Characterizing cartilage microarchitecture on phase-contrast x-ray
computed tomography using deep learning with convolutional neural
networks},
booktitle = {Medical Imaging 2017: Computer-Aided Diagnosis, Orlando, Florida,
United States, 11-16 February 2017},
series = {{SPIE} Proceedings},
volume = {10134},
pages = {1013412},
publisher = {{SPIE}},
year = {2017},
url = {https://doi.org/10.1117/12.2254645},
doi = {10.1117/12.2254645},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micad/DengADNCW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/AbidinJMW17,
author = {Anas Z. Abidin and
John Jameson and
Robert Molthen and
Axel Wism{\"{u}}ller},
editor = {Samuel G. Armato III and
Nicholas A. Petrick},
title = {Classification of micro-CT images using 3D characterization of bone
canal patterns in human osteogenesis imperfecta},
booktitle = {Medical Imaging 2017: Computer-Aided Diagnosis, Orlando, Florida,
United States, 11-16 February 2017},
series = {{SPIE} Proceedings},
volume = {10134},
pages = {1013413},
publisher = {{SPIE}},
year = {2017},
url = {https://doi.org/10.1117/12.2254421},
doi = {10.1117/12.2254421},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micad/AbidinJMW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/DSouzaALW17,
author = {Adora M. DSouza and
Anas Z. Abidin and
Lutz Leistritz and
Axel Wism{\"{u}}ller},
editor = {Martin A. Styner and
Elsa D. Angelini},
title = {Identifying {HIV} associated neurocognitive disorder using large-scale
Granger causality analysis on resting-state functional {MRI}},
booktitle = {Medical Imaging 2017: Image Processing, Orlando, Florida, United States,
11-16 February 2017},
series = {{SPIE} Proceedings},
volume = {10133},
pages = {101330M},
publisher = {{SPIE}},
year = {2017},
url = {https://doi.org/10.1117/12.2254690},
doi = {10.1117/12.2254690},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miip/DSouzaALW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mibam/AbidinDNW16,
author = {Anas Zainul Abidin and
Adora M. D'Souza and
Mahesh B. Nagarajan and
Axel Wism{\"{u}}ller},
editor = {Barjor Gimi and
Andrzej Kr{\'{o}}l},
title = {Detecting altered connectivity patterns in {HIV} associated neurocognitive
impairment using mutual connectivity analysis},
booktitle = {Medical Imaging 2016: Biomedical Applications in Molecular, Structural,
and Functional Imaging, San Diego, California, United States, 27 February
- 3 March 2016},
series = {{SPIE} Proceedings},
volume = {9788},
pages = {97880N},
publisher = {{SPIE}},
year = {2016},
url = {https://doi.org/10.1117/12.2217315},
doi = {10.1117/12.2217315},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mibam/AbidinDNW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mibam/DSouzaALW16,
author = {Adora M. D'Souza and
Anas Zainul Abidin and
Lutz Leistritz and
Axel Wism{\"{u}}ller},
editor = {Barjor Gimi and
Andrzej Kr{\'{o}}l},
title = {Large-scale Granger causality analysis on resting-state functional
{MRI}},
booktitle = {Medical Imaging 2016: Biomedical Applications in Molecular, Structural,
and Functional Imaging, San Diego, California, United States, 27 February
- 3 March 2016},
series = {{SPIE} Proceedings},
volume = {9788},
pages = {97880L},
publisher = {{SPIE}},
year = {2016},
url = {https://doi.org/10.1117/12.2217264},
doi = {10.1117/12.2217264},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mibam/DSouzaALW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mibam/DSouzaANW16,
author = {Adora M. D'Souza and
Anas Zainul Abidin and
Mahesh B. Nagarajan and
Axel Wism{\"{u}}ller},
editor = {Barjor Gimi and
Andrzej Kr{\'{o}}l},
title = {Mutual connectivity analysis {(MCA)} using generalized radial basis
function neural networks for nonlinear functional connectivity network
recovery in resting-state functional {MRI}},
booktitle = {Medical Imaging 2016: Biomedical Applications in Molecular, Structural,
and Functional Imaging, San Diego, California, United States, 27 February
- 3 March 2016},
series = {{SPIE} Proceedings},
volume = {9788},
pages = {97880K},
publisher = {{SPIE}},
year = {2016},
url = {https://doi.org/10.1117/12.2216900},
doi = {10.1117/12.2216900},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mibam/DSouzaANW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mibam/AbidinDNW16a,
author = {Anas Zainul Abidin and
Adora M. D'Souza and
Mahesh B. Nagarajan and
Axel Wism{\"{u}}ller},
editor = {Barjor Gimi and
Andrzej Kr{\'{o}}l},
title = {Investigating changes in brain network properties in HIV-associated
neurocognitive disease {(HAND)} using mutual connectivity analysis
{(MCA)}},
booktitle = {Medical Imaging 2016: Biomedical Applications in Molecular, Structural,
and Functional Imaging, San Diego, California, United States, 27 February
- 3 March 2016},
series = {{SPIE} Proceedings},
volume = {9788},
pages = {97881W},
publisher = {{SPIE}},
year = {2016},
url = {https://doi.org/10.1117/12.2217317},
doi = {10.1117/12.2217317},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mibam/AbidinDNW16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/ChecefskyANBBW16,
author = {Walter A. Checefsky and
Anas Z. Abidin and
Mahesh B. Nagarajan and
Jan S. Bauer and
Thomas Baum and
Axel Wism{\"{u}}ller},
editor = {Georgia D. Tourassi and
Samuel G. Armato III},
title = {Assessing vertebral fracture risk on volumetric quantitative computed
tomography by geometric characterization of trabecular bone structure},
booktitle = {Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California,
United States, 27 February - 3 March 2016},
series = {{SPIE} Proceedings},
volume = {9785},
pages = {978508},
publisher = {{SPIE}},
year = {2016},
url = {https://doi.org/10.1117/12.2216898},
doi = {10.1117/12.2216898},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micad/ChecefskyANBBW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsom/WismullerADN16,
author = {Axel Wism{\"{u}}ller and
Anas Z. Abidin and
Adora M. DSouza and
Mahesh B. Nagarajan},
editor = {Erzs{\'{e}}bet Mer{\'{e}}nyi and
Michael J. Mendenhall and
Patrick O'Driscoll},
title = {Mutual Connectivity Analysis {(MCA)} for Nonlinear Functional Connectivity
Network Recovery in the Human Brain Using Convergent Cross-Mapping
and Non-metric Clustering},
booktitle = {Advances in Self-Organizing Maps and Learning Vector Quantization
- Proceedings of the 11th International Workshop {WSOM} 2016, Houston,
Texas, USA, January 6-8, 2016},
series = {Advances in Intelligent Systems and Computing},
volume = {428},
pages = {217--226},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-28518-4\_19},
doi = {10.1007/978-3-319-28518-4\_19},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsom/WismullerADN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mbec/NagarajanCHDW15,
author = {Mahesh B. Nagarajan and
Paola Coan and
Markus B. Huber and
Paul C. Diemoz and
Axel Wism{\"{u}}ller},
title = {Volumetric quantitative characterization of human patellar cartilage
with topological and geometrical features on phase-contrast X-ray
computed tomography},
journal = {Medical Biol. Eng. Comput.},
volume = {53},
number = {11},
pages = {1211--1220},
year = {2015},
url = {https://doi.org/10.1007/s11517-015-1340-5},
doi = {10.1007/S11517-015-1340-5},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mbec/NagarajanCHDW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/PesterSSWWL15,
author = {Britta Pester and
Christoph Schmidt and
Nicole Schmid{-}Hertel and
Herbert Witte and
Axel Wism{\"{u}}ller and
Lutz Leistritz},
title = {Identification of whole-brain network modules based on a large scale
Granger Causality approach},
booktitle = {37th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2015, Milan, Italy, August 25-29,
2015},
pages = {5380--5383},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/EMBC.2015.7319607},
doi = {10.1109/EMBC.2015.7319607},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/PesterSSWWL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mibam/WismullerADWHLN15,
author = {Axel Wism{\"{u}}ller and
Anas Z. Abidin and
Adora M. D'Souza and
Xixi Wang and
Susan K. Hobbs and
Lutz Leistritz and
Mahesh B. Nagarajan},
editor = {Barjor Gimi and
Robert C. Molthen},
title = {Nonlinear functional connectivity network recovery in the human brain
with mutual connectivity analysis {(MCA):} convergent cross-mapping
and non-metric clustering},
booktitle = {Medical Imaging 2015: Biomedical Applications in Molecular, Structural,
and Functional Imaging, Orlando, Florida, United States, 21-26 February
2015},
series = {{SPIE} Proceedings},
volume = {9417},
pages = {94170M},
publisher = {{SPIE}},
year = {2015},
url = {https://doi.org/10.1117/12.2082124},
doi = {10.1117/12.2082124},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mibam/WismullerADWHLN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mibam/AbidinNCCDHHW15,
author = {Anas Z. Abidin and
Mahesh B. Nagarajan and
Walter A. Checefsky and
Paola Coan and
Paul C. Diemoz and
Susan K. Hobbs and
Markus B. Huber and
Axel Wism{\"{u}}ller},
editor = {Barjor Gimi and
Robert C. Molthen},
title = {Volumetric characterization of human patellar cartilage matrix on
phase contrast x-ray computed tomography},
booktitle = {Medical Imaging 2015: Biomedical Applications in Molecular, Structural,
and Functional Imaging, Orlando, Florida, United States, 21-26 February
2015},
series = {{SPIE} Proceedings},
volume = {9417},
pages = {94171F},
publisher = {{SPIE}},
year = {2015},
url = {https://doi.org/10.1117/12.2082084},
doi = {10.1117/12.2082084},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mibam/AbidinNCCDHHW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mibam/NagarajanCATWHB15,
author = {Mahesh B. Nagarajan and
Walter A. Checefsky and
Anas Z. Abidin and
Halley Tsai and
Xixi Wang and
Susan K. Hobbs and
Jan S. Bauer and
Thomas Baum and
Axel Wism{\"{u}}ller},
editor = {Barjor Gimi and
Robert C. Molthen},
title = {Characterizing trabecular bone structure for assessing vertebral fracture
risk on volumetric quantitative computed tomography},
booktitle = {Medical Imaging 2015: Biomedical Applications in Molecular, Structural,
and Functional Imaging, Orlando, Florida, United States, 21-26 February
2015},
series = {{SPIE} Proceedings},
volume = {9417},
pages = {94171E},
publisher = {{SPIE}},
year = {2015},
url = {https://doi.org/10.1117/12.2082059},
doi = {10.1117/12.2082059},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mibam/NagarajanCATWHB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mibam/WangNADHW15,
author = {Xixi Wang and
Mahesh B. Nagarajan and
Anas Z. Abidin and
Adora M. D'Souza and
Susan K. Hobbs and
Axel Wism{\"{u}}ller},
editor = {Barjor Gimi and
Robert C. Molthen},
title = {Investigating the use of mutual information and non-metric clustering
for functional connectivity analysis on resting-state functional {MRI}},
booktitle = {Medical Imaging 2015: Biomedical Applications in Molecular, Structural,
and Functional Imaging, Orlando, Florida, United States, 21-26 February
2015},
series = {{SPIE} Proceedings},
volume = {9417},
pages = {94171N},
publisher = {{SPIE}},
year = {2015},
url = {https://doi.org/10.1117/12.2082565},
doi = {10.1117/12.2082565},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mibam/WangNADHW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mibam/WismullerDAWHN15,
author = {Axel Wism{\"{u}}ller and
Adora M. DSouza and
Anas Z. Abidin and
Xixi Wang and
Susan K. Hobbs and
Mahesh B. Nagarajan},
editor = {Barjor Gimi and
Robert C. Molthen},
title = {Functional connectivity analysis in resting state fMRI with echo-state
networks and non-metric clustering for network structure recovery},
booktitle = {Medical Imaging 2015: Biomedical Applications in Molecular, Structural,
and Functional Imaging, Orlando, Florida, United States, 21-26 February
2015},
series = {{SPIE} Proceedings},
volume = {9417},
pages = {94171M},
publisher = {{SPIE}},
year = {2015},
url = {https://doi.org/10.1117/12.2082106},
doi = {10.1117/12.2082106},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mibam/WismullerDAWHN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/NagarajanHSLKW14,
author = {Mahesh B. Nagarajan and
Markus B. Huber and
Thomas Schlossbauer and
Gerda L. Leinsinger and
Andrzej Kr{\'{o}}l and
Axel Wism{\"{u}}ller},
title = {Classification of small lesions on dynamic breast {MRI:} Integrating
dimension reduction and out-of-sample extension into CADx methodology},
journal = {Artif. Intell. Medicine},
volume = {60},
number = {1},
pages = {65--77},
year = {2014},
url = {https://doi.org/10.1016/j.artmed.2013.11.003},
doi = {10.1016/J.ARTMED.2013.11.003},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/NagarajanHSLKW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdi/NagarajanCHDGW14,
author = {Mahesh B. Nagarajan and
Paola Coan and
Markus B. Huber and
Paul C. Diemoz and
Christian Glaser and
Axel Wism{\"{u}}ller},
title = {Computer-Aided Diagnosis for Phase-Contrast X-ray Computed Tomography:
Quantitative Characterization of Human Patellar Cartilage with High-Dimensional
Geometric Features},
journal = {J. Digit. Imaging},
volume = {27},
number = {1},
pages = {98--107},
year = {2014},
url = {https://doi.org/10.1007/s10278-013-9634-3},
doi = {10.1007/S10278-013-9634-3},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdi/NagarajanCHDGW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jei/YangNHCBBELMLW14,
author = {Chien{-}Chun Yang and
Mahesh B. Nagarajan and
Markus B. Huber and
Julio Carballido{-}Gamio and
Jan S. Bauer and
Thomas Baum and
Felix Eckstein and
Eva Lochm{\"{u}}ller and
Sharmila Majumdar and
Thomas M. Link and
Axel Wism{\"{u}}ller},
title = {Improving bone strength prediction in human proximal femur specimens
through geometrical characterization of trabecular bone microarchitecture
and support vector regression},
journal = {J. Electronic Imaging},
volume = {23},
number = {1},
pages = {013013},
year = {2014},
url = {https://doi.org/10.1117/1.JEI.23.1.013013},
doi = {10.1117/1.JEI.23.1.013013},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jei/YangNHCBBELMLW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mva/BholePRW14,
author = {Chetan Bhole and
Christopher J. Pal and
David Rim and
Axel Wism{\"{u}}ller},
title = {3D segmentation of abdominal {CT} imagery with graphical models, conditional
random fields and learning},
journal = {Mach. Vis. Appl.},
volume = {25},
number = {2},
pages = {301--325},
year = {2014},
url = {https://doi.org/10.1007/s00138-013-0497-x},
doi = {10.1007/S00138-013-0497-X},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mva/BholePRW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/SchmidtPNWLW14,
author = {Christoph Schmidt and
Britta Pester and
Mahesh Nagarajan and
Herbert Witte and
Lutz Leistritz and
Axel Wism{\"{u}}ller},
title = {Impact of multivariate granger causality analyses with embedded dimension
reduction on network modules},
booktitle = {36th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2014, Chicago, IL, USA, August
26-30, 2014},
pages = {2797--2800},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/EMBC.2014.6944204},
doi = {10.1109/EMBC.2014.6944204},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/SchmidtPNWLW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WismullerWDN14,
author = {Axel Wism{\"{u}}ller and
Xixi Wang and
Adora M. DSouza and
Mahesh B. Nagarajan},
title = {A Framework for Exploring Non-Linear Functional Connectivity and Causality
in the Human Brain: Mutual Connectivity Analysis {(MCA)} of Resting-State
Functional {MRI} with Convergent Cross-Mapping and Non-Metric Clustering},
journal = {CoRR},
volume = {abs/1407.3809},
year = {2014},
url = {http://arxiv.org/abs/1407.3809},
eprinttype = {arXiv},
eprint = {1407.3809},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WismullerWDN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mva/NagarajanHSLKW13,
author = {Mahesh B. Nagarajan and
Markus B. Huber and
Thomas Schlossbauer and
Gerda L. Leinsinger and
Andrzej Kr{\'{o}}l and
Axel Wism{\"{u}}ller},
title = {Classification of small lesions in dynamic breast {MRI:} eliminating
the need for precise lesion segmentation through spatio-temporal analysis
of contrast enhancement},
journal = {Mach. Vis. Appl.},
volume = {24},
number = {7},
pages = {1371--1381},
year = {2013},
url = {https://doi.org/10.1007/s00138-012-0456-y},
doi = {10.1007/S00138-012-0456-Y},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mva/NagarajanHSLKW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/NagarajanCHDGW13,
author = {Mahesh B. Nagarajan and
Paola Coan and
Markus B. Huber and
Paul C. Diemoz and
Christian Glaser and
Axel Wism{\"{u}}ller},
title = {Computer-Aided Diagnosis in Phase Contrast Imaging X-Ray Computed
Tomography for Quantitative Characterization of ex vivo Human Patellar
Cartilage},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {60},
number = {10},
pages = {2896--2903},
year = {2013},
url = {https://doi.org/10.1109/TBME.2013.2266325},
doi = {10.1109/TBME.2013.2266325},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/NagarajanCHDGW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/artmed/HuberBNBRW12,
author = {Markus B. Huber and
Kerstin Bunte and
Mahesh B. Nagarajan and
Michael Biehl and
Lawrence A. Ray and
Axel Wism{\"{u}}ller},
title = {Texture feature ranking with relevance learning to classify interstitial
lung disease patterns},
journal = {Artif. Intell. Medicine},
volume = {56},
number = {2},
pages = {91--97},
year = {2012},
url = {https://doi.org/10.1016/j.artmed.2012.07.001},
doi = {10.1016/J.ARTMED.2012.07.001},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/artmed/HuberBNBRW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/HuberYCBBNELMLW12,
author = {Markus B. Huber and
Chien{-}Chun Yang and
Julio Carballido{-}Gamio and
Jan S. Bauer and
Thomas Baum and
Mahesh B. Nagarajan and
Felix Eckstein and
Eva Lochm{\"{u}}ller and
Sharmila Majumdar and
Thomas M. Link and
Axel Wism{\"{u}}ller},
editor = {Bram van Ginneken and
Carol L. Novak},
title = {Predicting the biomechanical strength of proximal femur specimens
with bone mineral density features and support vector regression},
booktitle = {Medical Imaging 2012: Computer-Aided Diagnosis, San Diego, California,
United States, 4-9 February 2012},
series = {{SPIE} Proceedings},
volume = {8315},
pages = {83151W},
publisher = {{SPIE}},
year = {2012},
url = {https://doi.org/10.1117/12.911402},
doi = {10.1117/12.911402},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micad/HuberYCBBNELMLW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ife/Wismuller11,
author = {Axel Wism{\"{u}}ller},
title = {Computational intelligence in biomedical imaging: multidimensional
analysis of spatio-temporal patterns},
journal = {Comput. Sci. Res. Dev.},
volume = {26},
number = {1-2},
pages = {15--37},
year = {2011},
url = {https://doi.org/10.1007/s00450-010-0138-9},
doi = {10.1007/S00450-010-0138-9},
timestamp = {Wed, 04 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ife/Wismuller11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/BunteHVBW11,
author = {Kerstin Bunte and
Barbara Hammer and
Thomas Villmann and
Michael Biehl and
Axel Wism{\"{u}}ller},
title = {Neighbor embedding {XOM} for dimension reduction and visualization},
journal = {Neurocomputing},
volume = {74},
number = {9},
pages = {1340--1350},
year = {2011},
url = {https://doi.org/10.1016/j.neucom.2010.11.027},
doi = {10.1016/J.NEUCOM.2010.11.027},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/BunteHVBW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/HuberLNILW11,
author = {Markus B. Huber and
Sarah L. Lancianese and
Mahesh B. Nagarajan and
Imoh Z. Ikpot and
Amy L. Lerner and
Axel Wism{\"{u}}ller},
title = {Prediction of Biomechanical Properties of Trabecular Bone in {MR}
Images With Geometric Features and Support Vector Regression},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {58},
number = {6},
pages = {1820--1826},
year = {2011},
url = {https://doi.org/10.1109/TBME.2011.2119484},
doi = {10.1109/TBME.2011.2119484},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/HuberLNILW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/HuberNLRW11,
author = {Markus B. Huber and
Mahesh B. Nagarajan and
Gerda L. Leinsinger and
Lawrence A. Ray and
Axel Wism{\"{u}}ller},
editor = {Ronald M. Summers and
Bram van Ginneken},
title = {Estimating local scaling properties for the classification of interstitial
lung disease patterns},
booktitle = {Medical Imaging 2011: Computer-Aided Diagnosis, Lake Buena Vista (Orlando),
Florida, United States, 12-17 February 2011},
series = {{SPIE} Proceedings},
volume = {7963},
pages = {79631Q},
publisher = {{SPIE}},
year = {2011},
url = {https://doi.org/10.1117/12.878253},
doi = {10.1117/12.878253},
timestamp = {Tue, 08 May 2018 16:22:43 +0200},
biburl = {https://dblp.org/rec/conf/micad/HuberNLRW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/NagarajanHSRKW11,
author = {Mahesh B. Nagarajan and
Markus B. Huber and
Thomas Schlossbauer and
Lawrence A. Ray and
Andrzej Kr{\'{o}}l and
Axel Wism{\"{u}}ller},
editor = {Ronald M. Summers and
Bram van Ginneken},
title = {Lesion classification on breast {MRI} through topological characterization
of morphology over time},
booktitle = {Medical Imaging 2011: Computer-Aided Diagnosis, Lake Buena Vista (Orlando),
Florida, United States, 12-17 February 2011},
series = {{SPIE} Proceedings},
volume = {7963},
pages = {79631U},
publisher = {{SPIE}},
year = {2011},
url = {https://doi.org/10.1117/12.877742},
doi = {10.1117/12.877742},
timestamp = {Tue, 08 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micad/NagarajanHSRKW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/HuberBNBRW11,
author = {Markus B. Huber and
Kerstin Bunte and
Mahesh B. Nagarajan and
Michael Biehl and
Lawrence A. Ray and
Axel Wism{\"{u}}ller},
editor = {Ronald M. Summers and
Bram van Ginneken},
title = {Texture feature selection with relevance learning to classify interstitial
lung disease patterns},
booktitle = {Medical Imaging 2011: Computer-Aided Diagnosis, Lake Buena Vista (Orlando),
Florida, United States, 12-17 February 2011},
series = {{SPIE} Proceedings},
volume = {7963},
pages = {796318},
publisher = {{SPIE}},
year = {2011},
url = {https://doi.org/10.1117/12.877894},
doi = {10.1117/12.877894},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micad/HuberBNBRW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/NagarajanHSLKW11,
author = {Mahesh B. Nagarajan and
Markus B. Huber and
Thomas Schlossbauer and
Gerda L. Leinsinger and
Andrzej Kr{\'{o}}l and
Axel Wism{\"{u}}ller},
editor = {Kenji Suzuki and
Fei Wang and
Dinggang Shen and
Pingkun Yan},
title = {Classifying Small Lesions on Breast {MRI} through Dynamic Enhancement
Pattern Characterization},
booktitle = {Machine Learning in Medical Imaging - Second International Workshop,
{MLMI} 2011, Held in Conjunction with {MICCAI} 2011, Toronto, Canada,
September 18, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7009},
pages = {352--359},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24319-6\_43},
doi = {10.1007/978-3-642-24319-6\_43},
timestamp = {Sat, 05 Sep 2020 18:06:04 +0200},
biburl = {https://dblp.org/rec/conf/miccai/NagarajanHSLKW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-2156,
author = {Axel Wism{\"{u}}ller},
title = {A Computational Framework for Nonlinear Dimensionality Reduction of
Large Data Sets: The Exploratory Inspection Machine {(XIM)}},
journal = {CoRR},
volume = {abs/1106.2156},
year = {2011},
url = {http://arxiv.org/abs/1106.2156},
eprinttype = {arXiv},
eprint = {1106.2156},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-2156.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/BunteHWB10,
author = {Kerstin Bunte and
Barbara Hammer and
Axel Wism{\"{u}}ller and
Michael Biehl},
title = {Adaptive local dissimilarity measures for discriminative dimension
reduction of labeled data},
journal = {Neurocomputing},
volume = {73},
number = {7-9},
pages = {1074--1092},
year = {2010},
url = {https://doi.org/10.1016/j.neucom.2009.11.017},
doi = {10.1016/J.NEUCOM.2009.11.017},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/BunteHWB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BunteHVBW10,
author = {Kerstin Bunte and
Barbara Hammer and
Thomas Villmann and
Michael Biehl and
Axel Wism{\"{u}}ller},
title = {Exploratory Observation Machine {(XOM)} with Kullback-Leibler Divergence
for Dimensionality Reduction and Visualization},
booktitle = {18th European Symposium on Artificial Neural Networks, {ESANN} 2010,
Bruges, Belgium, April 28-30, 2010, Proceedings},
year = {2010},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2010-71.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BunteHVBW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/WismullerVAL10,
author = {Axel Wism{\"{u}}ller and
Michel Verleysen and
Micha{\"{e}}l Aupetit and
John Aldo Lee},
title = {Recent Advances in Nonlinear Dimensionality Reduction, Manifold and
Topological Learning},
booktitle = {18th European Symposium on Artificial Neural Networks, {ESANN} 2010,
Bruges, Belgium, April 28-30, 2010, Proceedings},
year = {2010},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2010-4.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/WismullerVAL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/NagarajanHSLW10,
author = {Mahesh B. Nagarajan and
Markus B. Huber and
Thomas Schlossbauer and
Gerda L. Leinsinger and
Axel Wism{\"{u}}ller},
editor = {Nico Karssemeijer and
Ronald M. Summers},
title = {Analysis of breast lesions on contrast-enhanced magnetic resonance
images using high-dimensional texture features},
booktitle = {Medical Imaging 2010: Computer-Aided Diagnosis, San Diego, California,
United States, 13-18 February 2010},
series = {{SPIE} Proceedings},
volume = {7624},
pages = {76241G},
publisher = {{SPIE}},
year = {2010},
url = {https://doi.org/10.1117/12.844552},
doi = {10.1117/12.844552},
timestamp = {Mon, 14 May 2018 09:17:40 +0200},
biburl = {https://dblp.org/rec/conf/micad/NagarajanHSLW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/WismullerLAL10,
author = {Axel Wism{\"{u}}ller and
Oliver Lange and
Dorothee Auer and
Gerda L. Leinsinger},
editor = {Nico Karssemeijer and
Ronald M. Summers},
title = {Model-free functional {MRI} analysis for detecting low-frequency functional
connectivity in the human brain},
booktitle = {Medical Imaging 2010: Computer-Aided Diagnosis, San Diego, California,
United States, 13-18 February 2010},
series = {{SPIE} Proceedings},
volume = {7624},
pages = {76241M},
publisher = {{SPIE}},
year = {2010},
url = {https://doi.org/10.1117/12.843014},
doi = {10.1117/12.843014},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micad/WismullerLAL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/HuberNLRW10,
author = {Markus B. Huber and
Mahesh Nagarajan and
Gerda L. Leinsinger and
Lawrence A. Ray and
Axel Wism{\"{u}}ller},
editor = {Nico Karssemeijer and
Ronald M. Summers},
title = {Classification of interstitial lung disease patterns with topological
texture features},
booktitle = {Medical Imaging 2010: Computer-Aided Diagnosis, San Diego, California,
United States, 13-18 February 2010},
series = {{SPIE} Proceedings},
volume = {7624},
pages = {762410},
publisher = {{SPIE}},
year = {2010},
url = {https://doi.org/10.1117/12.844318},
doi = {10.1117/12.844318},
timestamp = {Mon, 14 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micad/HuberNLRW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbi/Meyer-BaseSLW09,
author = {Anke Meyer{-}B{\"{a}}se and
Thomas Schlossbauer and
Oliver Lange and
Axel Wism{\"{u}}ller},
title = {Small Lesions Evaluation Based on Unsupervised Cluster Analysis of
Signal-Intensity Time Courses in Dynamic Breast {MRI}},
journal = {Int. J. Biomed. Imaging},
volume = {2009},
pages = {326924:1--326924:10},
year = {2009},
url = {https://doi.org/10.1155/2009/326924},
doi = {10.1155/2009/326924},
timestamp = {Sun, 21 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijbi/Meyer-BaseSLW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Wismuller09,
author = {Axel Wism{\"{u}}ller},
title = {The Exploration Machine - a novel method for structure-preserving
dimensionality reduction},
booktitle = {17th European Symposium on Artificial Neural Networks, {ESANN} 2009,
Bruges, Belgium, April 22-24, 2009, Proceedings},
year = {2009},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2009-133.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Wismuller09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Wismuller09a,
author = {Axel Wism{\"{u}}ller},
title = {A computational framework for exploratory data analysis},
booktitle = {17th European Symposium on Artificial Neural Networks, {ESANN} 2009,
Bruges, Belgium, April 22-24, 2009, Proceedings},
year = {2009},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2009-134.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Wismuller09a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/Wismuller09,
author = {Axel Wism{\"{u}}ller},
editor = {Nico Karssemeijer and
Maryellen L. Giger},
title = {The exploration machine: a novel method for analyzing high-dimensional
data in computer-aided diagnosis},
booktitle = {Medical Imaging 2009: Computer-Aided Diagnosis, Lake Buena Vista (Orlando
Area), Florida, United States, 7-12 February 2009},
series = {{SPIE} Proceedings},
volume = {7260},
pages = {72600G},
publisher = {{SPIE}},
year = {2009},
url = {https://doi.org/10.1117/12.813892},
doi = {10.1117/12.813892},
timestamp = {Thu, 17 May 2018 17:35:39 +0200},
biburl = {https://dblp.org/rec/conf/micad/Wismuller09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsom/Wismuller09,
author = {Axel Wism{\"{u}}ller},
editor = {Jos{\'{e}} Carlos Pr{\'{\i}}ncipe and
Risto Miikkulainen},
title = {A Computational Framework for Nonlinear Dimensionality Reduction and
Clustering},
booktitle = {Advances in Self-Organizing Maps, 7th International Workshop, {WSOM}
2009, St. Augustine, FL, USA, June 8-10, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5629},
pages = {334--343},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02397-2\_38},
doi = {10.1007/978-3-642-02397-2\_38},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/wsom/Wismuller09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsom/Wismuller09a,
author = {Axel Wism{\"{u}}ller},
editor = {Jos{\'{e}} Carlos Pr{\'{\i}}ncipe and
Risto Miikkulainen},
title = {The Exploration Machine - {A} Novel Method for Data Visualization},
booktitle = {Advances in Self-Organizing Maps, 7th International Workshop, {WSOM}
2009, St. Augustine, FL, USA, June 8-10, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5629},
pages = {344--352},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02397-2\_39},
doi = {10.1007/978-3-642-02397-2\_39},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsom/Wismuller09a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/Meyer-BaseLSW08,
author = {Anke Meyer{-}B{\"{a}}se and
Oliver Lange and
Thomas Schlossbauer and
Axel Wism{\"{u}}ller},
title = {Computer-aided diagnosis and visualization based on clustering and
independent component analysis for breast {MRI}},
booktitle = {Proceedings of the International Conference on Image Processing, {ICIP}
2008, October 12-15, 2008, San Diego, California, {USA}},
pages = {3000--3003},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICIP.2008.4712426},
doi = {10.1109/ICIP.2008.4712426},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/Meyer-BaseLSW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/WisuellerBHLRW08,
author = {Axel Wism{\"{u}}ller and
Johannes Behrends and
Phil Hoole and
Gerda L. Leinsinger and
Maximilian F. Reiser and
Per{-}Lennart Westesson},
editor = {Dimitris N. Metaxas and
Leon Axel and
Gabor Fichtinger and
G{\'{a}}bor Sz{\'{e}}kely},
title = {Human Vocal Tract Analysis by in Vivo 3D {MRI} during Phonation: {A}
Complete System for Imaging, Quantitative Modeling, and Speech Synthesis},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2008, 11th International Conference, New York, NY, USA, September
6-10, 2008, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5242},
pages = {306--312},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-85990-1\_37},
doi = {10.1007/978-3-540-85990-1\_37},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/WisuellerBHLRW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bspc/Meyer-BaseSLW07,
author = {Anke Meyer{-}B{\"{a}}se and
Axel Saalbach and
Oliver Lange and
Axel Wism{\"{u}}ller},
title = {Unsupervised clustering of fMRI and {MRI} time series},
journal = {Biomed. Signal Process. Control.},
volume = {2},
number = {4},
pages = {295--310},
year = {2007},
url = {https://doi.org/10.1016/j.bspc.2007.07.012},
doi = {10.1016/J.BSPC.2007.07.012},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bspc/Meyer-BaseSLW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/Meyer-BaseLWH07,
author = {Anke Meyer{-}B{\"{a}}se and
Oliver Lange and
Axel Wism{\"{u}}ller and
Monica K. Hurdal},
title = {Analysis of Dynamic Susceptibility Contrast {MRI} Time Series Based
on Unsupervised Clustering Methods},
journal = {{IEEE} Trans. Inf. Technol. Biomed.},
volume = {11},
number = {5},
pages = {563--573},
year = {2007},
url = {https://doi.org/10.1109/TITB.2007.897597},
doi = {10.1109/TITB.2007.897597},
timestamp = {Wed, 13 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/Meyer-BaseLWH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/WismullerMLLSR07,
author = {Axel Wism{\"{u}}ller and
Anke Meyer{-}Baese and
Gerda L. Leinsinger and
Oliver Lange and
Thomas Schlossbauer and
Maximilian F. Reiser},
editor = {Maryellen L. Giger and
Nico Karssemeijer},
title = {Neural network vector quantization improves the diagnostic quality
of computer-aided diagnosis in dynamic breast {MRI}},
booktitle = {Medical Imaging 2007: Computer-Aided Diagnosis, San Diego, CA, United
States, 17-22 February 2007},
series = {{SPIE} Proceedings},
volume = {6514},
pages = {65141F},
publisher = {{SPIE}},
year = {2007},
url = {https://doi.org/10.1117/12.708819},
doi = {10.1117/12.708819},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micad/WismullerMLLSR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jei/WismullerMLSKRL06,
author = {Axel Wism{\"{u}}ller and
Anke Meyer{-}B{\"{a}}se and
Oliver Lange and
Thomas Schlossbauer and
Maria Kallergi and
Maximilian F. Reiser and
Gerda L. Leinsinger},
title = {Segmentation and classification of dynamic breast magnetic resonance
image data},
journal = {J. Electronic Imaging},
volume = {15},
number = {1},
pages = {013020},
year = {2006},
url = {https://doi.org/10.1117/1.2178776},
doi = {10.1117/1.2178776},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jei/WismullerMLSKRL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/WismullerMLRL06,
author = {Axel Wism{\"{u}}ller and
Anke Meyer{-}B{\"{a}}se and
Oliver Lange and
Maximilian F. Reiser and
Gerda L. Leinsinger},
title = {Cluster analysis of dynamic cerebral contrast-enhanced perfusion {MRI}
time-series},
journal = {{IEEE} Trans. Medical Imaging},
volume = {25},
number = {1},
pages = {62--73},
year = {2006},
url = {https://doi.org/10.1109/TMI.2005.861002},
doi = {10.1109/TMI.2005.861002},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/WismullerMLRL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/WismullerMBLJRA06,
author = {Axel Wism{\"{u}}ller and
Anke Meyer{-}B{\"{a}}se and
Johannes Behrends and
Oliver Lange and
Miriana Jukic and
Maximilian F. Reiser and
Dorothee Auer},
title = {A flexible machine learning image analysis system for high-precision
computer-assisted segmentation of multispectral {MRI} data sets in
patients with multiple sclerosis},
booktitle = {Proceedings of the 2006 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Arlington, VA, USA, 6-9 April 2006},
pages = {1328--1331},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ISBI.2006.1625171},
doi = {10.1109/ISBI.2006.1625171},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/WismullerMBLJRA06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/Meyer-BaseJWFM05,
author = {Anke Meyer{-}B{\"{a}}se and
Karsten Jancke and
Axel Wism{\"{u}}ller and
Simon Foo and
Thomas Martinetz},
title = {Medical image compression using topology-preserving neural networks},
journal = {Eng. Appl. Artif. Intell.},
volume = {18},
number = {4},
pages = {383--392},
year = {2005},
url = {https://doi.org/10.1016/j.engappai.2004.10.004},
doi = {10.1016/J.ENGAPPAI.2004.10.004},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/Meyer-BaseJWFM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/NattkemperW05,
author = {Tim W. Nattkemper and
Axel Wism{\"{u}}ller},
title = {Tumor feature visualization with unsupervised learning},
journal = {Medical Image Anal.},
volume = {9},
number = {4},
pages = {344--351},
year = {2005},
url = {https://doi.org/10.1016/j.media.2005.01.004},
doi = {10.1016/J.MEDIA.2005.01.004},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/NattkemperW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aia/SaalbachTNWOR05,
author = {Axel Saalbach and
Thorsten Twellmann and
Tim W. Nattkemper and
Axel Wism{\"{u}}ller and
J{\"{o}}rg Ontrup and
Helge J. Ritter},
editor = {M. H. Hamza},
title = {A Hyperbolic Topographic Mapping for Proximity Data},
booktitle = {{IASTED} International Conference on Artificial Intelligence and Applications,
part of the 23rd Multi-Conference on Applied Informatics, Innsbruck,
Austria, February 14-16, 2005},
pages = {106--111},
publisher = {{IASTED/ACTA} Press},
year = {2005},
timestamp = {Fri, 19 Dec 2014 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aia/SaalbachTNWOR05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/TwellmannLSWN05,
author = {Thorsten Twellmann and
Oliver Lichte and
Axel Saalbach and
Axel Wism{\"{u}}ller and
Tim W. Nattkemper},
editor = {Hans{-}Peter Meinzer and
Heinz Handels and
Alexander Horsch and
Thomas Tolxdorff},
title = {An Adaptive Extended Colour Scale for Comparison of Pseudo Colouring
Techniques for {DCE-MRI} Data},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2005, Algorithmen - Systeme
- Anwendungen, Proceedings des Workshops vom 13.-15. M{\"{a}}rz
2005 in Heidelberg},
series = {Informatik Aktuell},
pages = {312--316},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/3-540-26431-0\_64},
doi = {10.1007/3-540-26431-0\_64},
timestamp = {Fri, 10 Mar 2023 16:22:11 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/TwellmannLSWN05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/Meyer-BasePWF04,
author = {Anke Meyer{-}B{\"{a}}se and
Sergei S. Pilyugin and
Axel Wism{\"{u}}ller and
Simon Foo},
title = {Local exponential stability of competitive neural networks with different
time scales},
journal = {Eng. Appl. Artif. Intell.},
volume = {17},
number = {3},
pages = {227--232},
year = {2004},
url = {https://doi.org/10.1016/j.engappai.2004.02.010},
doi = {10.1016/J.ENGAPPAI.2004.02.010},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/Meyer-BasePWF04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijns/Meyer-BaseLWR04,
author = {Anke Meyer{-}B{\"{a}}se and
Oliver Lange and
Axel Wism{\"{u}}ller and
Helge J. Ritter},
title = {Model-free functional mri analysis using topographic independent component
analysis},
journal = {Int. J. Neural Syst.},
volume = {14},
number = {4},
pages = {217--228},
year = {2004},
url = {https://doi.org/10.1142/S0129065704002017},
doi = {10.1142/S0129065704002017},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijns/Meyer-BaseLWR04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/WismullerMLARS04,
author = {Axel Wism{\"{u}}ller and
Anke Meyer{-}B{\"{a}}se and
Oliver Lange and
Dorothee Auer and
Maximilian F. Reiser and
DeWitt Sumners},
title = {Model-free functional {MRI} analysis based on unsupervised clustering},
journal = {J. Biomed. Informatics},
volume = {37},
number = {1},
pages = {10--18},
year = {2004},
url = {https://doi.org/10.1016/j.jbi.2003.12.002},
doi = {10.1016/J.JBI.2003.12.002},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/WismullerMLARS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/WismullerVBMRR04,
author = {Axel Wism{\"{u}}ller and
Frank Vietze and
Johannes Behrends and
Anke Meyer{-}B{\"{a}}se and
Maximilian F. Reiser and
Helge J. Ritter},
title = {Fully automated biomedical image segmentation by self-organized model
adaptation},
journal = {Neural Networks},
volume = {17},
number = {8-9},
pages = {1327--1344},
year = {2004},
url = {https://doi.org/10.1016/j.neunet.2004.06.015},
doi = {10.1016/J.NEUNET.2004.06.015},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/WismullerVBMRR04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/Meyer-BaeseWL04,
author = {Anke Meyer{-}B{\"{a}}se and
Axel Wism{\"{u}}ller and
Oliver Lange},
title = {Comparison of two exploratory data analysis methods for fMRI: unsupervised
clustering versus independent component analysis},
journal = {{IEEE} Trans. Inf. Technol. Biomed.},
volume = {8},
number = {3},
pages = {387--398},
year = {2004},
url = {https://doi.org/10.1109/TITB.2004.834406},
doi = {10.1109/TITB.2004.834406},
timestamp = {Wed, 13 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/Meyer-BaeseWL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/VillmannSW04,
author = {Thomas Villmann and
Udo Seiffert and
Axel Wism{\"{u}}ller},
title = {Theory and applications of neural maps},
booktitle = {12th European Symposium on Artificial Neural Networks, {ESANN} 2004,
Bruges, Belgium, April 28-30, 2004, Proceedings},
pages = {25--38},
year = {2004},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2004-182.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/VillmannSW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/BehrendsHLTHRW03,
author = {Johannes Behrends and
Phil Hoole and
Gerda L. Leinsinger and
Hans G. Tillmann and
Klaus Hahn and
Maximilian F. Reiser and
Axel Wism{\"{u}}ller},
editor = {Thomas Wittenberg and
Peter Hastreiter and
Ulrich Hoppe and
Heinz Handels and
Alexander Horsch and
Hans{-}Peter Meinzer},
title = {A Segmentation and Analysis Method for {MRI} Data of the Human Vocal
Tract},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2003, Algorithmen - Systeme
- Anwendungen, Proceedings des Workshops vom 9. bis 11. M{\"{a}}rz
2003 in Erlangen},
series = {{CEUR} Workshop Proceedings},
volume = {80},
pages = {186--190},
publisher = {CEUR-WS.org},
year = {2003},
url = {https://ceur-ws.org/Vol-80/p186.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:11 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/BehrendsHLTHRW03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/WismullerBLJHRA03,
author = {Axel Wism{\"{u}}ller and
Johannes Behrends and
Oliver Lange and
Miriana Jukic and
Klaus Hahn and
Maximilian F. Reiser and
Dorothee Auer},
editor = {Thomas Wittenberg and
Peter Hastreiter and
Ulrich Hoppe and
Heinz Handels and
Alexander Horsch and
Hans{-}Peter Meinzer},
title = {High-Precision Computer-Assisted Segmentation of Multispectral {MRI}
Data Sets in Patients with Multiple Sclerosis by a Flexible Machine
Learning Image Analysis Approach},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2003, Algorithmen - Systeme
- Anwendungen, Proceedings des Workshops vom 9. bis 11. M{\"{a}}rz
2003 in Erlangen},
series = {{CEUR} Workshop Proceedings},
volume = {80},
pages = {403--407},
publisher = {CEUR-WS.org},
year = {2003},
url = {https://ceur-ws.org/Vol-80/p403.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/WismullerBLJHRA03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/WismullerS03,
author = {Axel Wism{\"{u}}ller and
Udo Seiffert},
title = {Digital Image Processing with Neural Networks},
booktitle = {11th European Symposium on Artificial Neural Networks, {ESANN} 2003,
Bruges, Belgium, April 23-25, 2003, Proceedings},
pages = {493--502},
year = {2003},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2003-604.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/WismullerS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Meyer-BaseOMAW03,
author = {Anke Meyer{-}B{\"{a}}se and
Thomas D. Otto and
Thomas Martinetz and
Dorothee Auer and
Axel Wism{\"{u}}ller},
title = {Model-Free Functional {MRI} Analysis Using Topographic Independent
Component Analysis},
booktitle = {11th European Symposium on Artificial Neural Networks, {ESANN} 2003,
Bruges, Belgium, April 23-25, 2003, Proceedings},
pages = {509--514},
year = {2003},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2003-39.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Meyer-BaseOMAW03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/WismullerLDLHPA02,
author = {Axel Wism{\"{u}}ller and
Oliver Lange and
Dominik R. Dersch and
Gerda L. Leinsinger and
Klaus Hahn and
Benno P{\"{u}}tz and
Dorothee Auer},
title = {Cluster Analysis of Biomedical Image Time-Series},
journal = {Int. J. Comput. Vis.},
volume = {46},
number = {2},
pages = {103--128},
year = {2002},
url = {https://doi.org/10.1023/A:1013550313321},
doi = {10.1023/A:1013550313321},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcv/WismullerLDLHPA02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/WismullerVDBHR02,
author = {Axel Wism{\"{u}}ller and
Frank Vietze and
Dominik R. Dersch and
Johannes Behrends and
Klaus Hahn and
Helge J. Ritter},
title = {The deformable feature map - a novel neurocomputing algorithm for
adaptive plasticity in pattern analysis},
journal = {Neurocomputing},
volume = {48},
number = {1-4},
pages = {107--139},
year = {2002},
url = {https://doi.org/10.1016/S0925-2312(01)00641-5},
doi = {10.1016/S0925-2312(01)00641-5},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/WismullerVDBHR02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/WismullerV02,
author = {Axel Wism{\"{u}}ller and
Thomas Villmann},
editor = {Michel Verleysen},
title = {Exploratory Data Analysis in Medicine and Bioinformatics},
booktitle = {10th Eurorean Symposium on Artificial Neural Networks, {ESANN} 2002,
Bruges, Belgium, April 24-26, 2002, Proceedings},
pages = {25--38},
year = {2002},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2002-400.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/WismullerV02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/WismullerLDHL01,
author = {Axel Wism{\"{u}}ller and
Oliver Lange and
Dominik R. Dersch and
Klaus Hahn and
Gerda L. Leinsinger},
title = {Analysis of dynamic perfusion {MRI} data by neural networks},
booktitle = {9th European Symposium on Artificial Neural Networks, {ESANN} 2001,
Bruges, Belgium, April 25-27, 2001, Proceedings},
pages = {19--24},
year = {2001},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2001-16.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/WismullerLDHL01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/WismullerLDHL01,
author = {Axel Wism{\"{u}}ller and
Oliver Lange and
Dominik R. Dersch and
Klaus Hahn and
Gerda L. Leinsinger},
editor = {Georg Dorffner and
Horst Bischof and
Kurt Hornik},
title = {Neural Network Analysis of Dynamic Contrast-Enhanced {MRI} Mammography},
booktitle = {Artificial Neural Networks - {ICANN} 2001, International Conference
Vienna, Austria, August 21-25, 2001 Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2130},
pages = {1000--1005},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44668-0\_138},
doi = {10.1007/3-540-44668-0\_138},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/WismullerLDHL01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/WismullerVDLBRH00,
author = {Axel Wism{\"{u}}ller and
Frank Vietze and
Dominik R. Dersch and
Gerda L. Leinsinger and
Johannes Behrends and
Helge J. Ritter and
Klaus Hahn},
editor = {Alexander Horsch and
Thomas Martin Lehmann},
title = {Elastic Distortion of Deformable Feature Maps for Fully-Automatic
Segmentation of Multispectral {MRI} Data Sets of the Human Brain},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin 2000: Algorithmen, Systeme,
Anwendungen, Workshop Proceedings, M{\"{u}}nchen, Germany, March
12-14, 2000},
series = {{CEUR} Workshop Proceedings},
volume = {27},
pages = {116--120},
publisher = {Springer},
year = {2000},
timestamp = {Fri, 10 Mar 2023 16:22:11 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/WismullerVDLBRH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/WismullerVDHR00,
author = {Axel Wism{\"{u}}ller and
Frank Vietze and
Dominik R. Dersch and
Klaus Hahn and
Helge J. Ritter},
title = {A neural network approach to adaptive pattern analysis - the deformable
feature map},
booktitle = {8th European Symposium on Artificial Neural Networks, {ESANN} 2000,
Bruges, Belgium, April 26-28, 2000, Proceedings},
pages = {189--194},
year = {2000},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2000-455.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/WismullerVDHR00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismda/WismullerDLHA00,
author = {Axel Wism{\"{u}}ller and
Dominik R. Dersch and
Bernadette Lipinski and
Klaus Hahn and
Dorothee Auer},
editor = {R{\"{u}}diger W. Brause and
Ernst Hanisch},
title = {Hierarchical Clustering of Functional {MRI} Time-Series by Deterministic
Annealing},
booktitle = {Medical Data Analysis, First International Symposium, {ISMDA} 2000,
Frankfurt, Germany, September 29-30, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1933},
pages = {49--54},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-39949-6\_8},
doi = {10.1007/3-540-39949-6\_8},
timestamp = {Tue, 14 May 2019 10:00:48 +0200},
biburl = {https://dblp.org/rec/conf/ismda/WismullerDLHA00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/WismullerDLHA98,
author = {Axel Wism{\"{u}}ller and
Dominik R. Dersch and
Bernadette Lipinski and
Klaus Hahn and
Dorothee Auer},
editor = {Thomas Martin Lehmann and
Volker Metzler and
Klaus Spitzer and
Thomas Tolxdorff},
title = {Neural network analysis of functional {MRI} time-series. Hierarchical
clustering by deterministic annealing},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin: Algorithmen, Systeme,
Anwendungen, Proceedings des Aachener Workshops, Aachen, Germany,
March 26-27, 1998},
series = {{CEUR} Workshop Proceedings},
volume = {12},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/978-3-642-58775-7\_79},
doi = {10.1007/978-3-642-58775-7\_79},
timestamp = {Fri, 10 Mar 2023 16:22:11 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/WismullerDLHA98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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