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ORCIDBibTeX records: Aristeidis Sotiras
@inproceedings{DBLP:conf/icml/ChenQZL0S0R24,
author = {Xiwen Chen and
Peijie Qiu and
Wenhui Zhu and
Huayu Li and
Hao Wang and
Aristeidis Sotiras and
Yalin Wang and
Abolfazl Razi},
title = {TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware
Multiple Instance Learning},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=AxmefV2NEf},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenQZL0S0R24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/KumarPS24,
author = {Sayantan Kumar and
Philip R. O. Payne and
Aristeidis Sotiras},
title = {Improving Normative Modeling for Multi-Modal Neuroimaging Data Using
Mixture-of-Product-of-Experts Variational Autoencoders},
booktitle = {{IEEE} International Symposium on Biomedical Imaging, {ISBI} 2024,
Athens, Greece, May 27-30, 2024},
pages = {1--5},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ISBI56570.2024.10635897},
doi = {10.1109/ISBI56570.2024.10635897},
timestamp = {Fri, 06 Sep 2024 21:02:06 +0200},
biburl = {https://dblp.org/rec/conf/isbi/KumarPS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-07303,
author = {Jin Yang and
Daniel S. Marcus and
Aristeidis Sotiras},
title = {Dynamic U-Net: Adaptively Calibrate Features for Abdominal Multi-organ
Segmentation},
journal = {CoRR},
volume = {abs/2403.07303},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.07303},
doi = {10.48550/ARXIV.2403.07303},
eprinttype = {arXiv},
eprint = {2403.07303},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-07303.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-10674,
author = {Jin Yang and
Peijie Qiu and
Yichi Zhang and
Daniel S. Marcus and
Aristeidis Sotiras},
title = {D-Net: Dynamic Large Kernel with Dynamic Feature Fusion for Volumetric
Medical Image Segmentation},
journal = {CoRR},
volume = {abs/2403.10674},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.10674},
doi = {10.48550/ARXIV.2403.10674},
eprinttype = {arXiv},
eprint = {2403.10674},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-10674.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-00122,
author = {Peijie Qiu and
Jin Yang and
Sayantan Kumar and
Soumyendu Sekhar Ghosh and
Aristeidis Sotiras},
title = {AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation},
journal = {CoRR},
volume = {abs/2404.00122},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.00122},
doi = {10.48550/ARXIV.2404.00122},
eprinttype = {arXiv},
eprint = {2404.00122},
timestamp = {Wed, 08 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-00122.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-05748,
author = {Sayantan Kumar and
Thomas Earnest and
Braden Yang and
Deydeep Kothapalli and
Tammie L. S. Benzinger and
Brian A. Gordon and
Philip R. O. Payne and
Aristeidis Sotiras},
title = {Analysing heterogeneity in Alzheimer Disease using multimodal normative
modelling on {ATN} biomarkers},
journal = {CoRR},
volume = {abs/2404.05748},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.05748},
doi = {10.48550/ARXIV.2404.05748},
eprinttype = {arXiv},
eprint = {2404.05748},
timestamp = {Wed, 29 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-05748.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-03140,
author = {Xiwen Chen and
Peijie Qiu and
Wenhui Zhu and
Huayu Li and
Hao Wang and
Aristeidis Sotiras and
Yalin Wang and
Abolfazl Razi},
title = {TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware
Multiple Instance Learning},
journal = {CoRR},
volume = {abs/2405.03140},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.03140},
doi = {10.48550/ARXIV.2405.03140},
eprinttype = {arXiv},
eprint = {2405.03140},
timestamp = {Wed, 12 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-03140.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-14896,
author = {Wenhui Zhu and
Xiwen Chen and
Peijie Qiu and
Mohammad Farazi and
Aristeidis Sotiras and
Abolfazl Razi and
Yalin Wang},
title = {SelfReg-UNet: Self-Regularized UNet for Medical Image Segmentation},
journal = {CoRR},
volume = {abs/2406.14896},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.14896},
doi = {10.48550/ARXIV.2406.14896},
eprinttype = {arXiv},
eprint = {2406.14896},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-14896.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-03575,
author = {Wenhui Zhu and
Xiwen Chen and
Peijie Qiu and
Aristeidis Sotiras and
Abolfazl Razi and
Yalin Wang},
title = {{DGR-MIL:} Exploring Diverse Global Representation in Multiple Instance
Learning for Whole Slide Image Classification},
journal = {CoRR},
volume = {abs/2407.03575},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.03575},
doi = {10.48550/ARXIV.2407.03575},
eprinttype = {arXiv},
eprint = {2407.03575},
timestamp = {Sat, 24 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-03575.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/patterns/JirsaraieGGEBBS23,
author = {Robert J. Jirsaraie and
Aaron J. Gorelik and
Martins M. Gatavins and
Denis A. Engemann and
Ryan Bogdan and
Deanna M. Barch and
Aristeidis Sotiras},
title = {A systematic review of multimodal brain age studies: Uncovering a
divergence between model accuracy and utility},
journal = {Patterns},
volume = {4},
number = {4},
pages = {100712},
year = {2023},
url = {https://doi.org/10.1016/j.patter.2023.100712},
doi = {10.1016/J.PATTER.2023.100712},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/patterns/JirsaraieGGEBBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/BaniHXELS23,
author = {Abdalla Bani and
Sung Min Ha and
Pan Xiao and
Thomas Earnest and
John Lee and
Aristeidis Sotiras},
editor = {Alejandro F. Frangi and
Marleen de Bruijne and
Demian Wassermann and
Nassir Navab},
title = {Scalable Orthonormal Projective {NMF} via Diversified Stochastic Optimization},
booktitle = {Information Processing in Medical Imaging - 28th International Conference,
{IPMI} 2023, San Carlos de Bariloche, Argentina, June 18-23, 2023,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13939},
pages = {497--508},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-34048-2\_38},
doi = {10.1007/978-3-031-34048-2\_38},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipmi/BaniHXELS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/ChakrabartyLSMS23,
author = {Satrajit Chakrabarty and
Pamela LaMontagne and
Joshua S. Shimony and
Daniel S. Marcus and
Aristeidis Sotiras},
editor = {Khan M. Iftekharuddin and
Weijie Chen},
title = {Non-invasive classification of {IDH} mutation status of gliomas from
multi-modal {MRI} using a 3D convolutional neural network},
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/10.1117/12.2651391},
doi = {10.1117/12.2651391},
timestamp = {Tue, 19 Mar 2024 12:50:04 +0100},
biburl = {https://dblp.org/rec/conf/micad/ChakrabartyLSMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/GhoshDMS23,
author = {Soumyendu Sekhar Ghosh and
Rajat Dhar and
Daniel S. Marcus and
Aristeidis Sotiras},
editor = {Khan M. Iftekharuddin and
Weijie Chen},
title = {Siam-VAE: a hybrid deep learning based anomaly detection framework
for automated quality control of head {CT} scans},
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/10.1117/12.2654464},
doi = {10.1117/12.2654464},
timestamp = {Tue, 19 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micad/GhoshDMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/KumarPS23,
author = {Sayantan Kumar and
Philip R. O. Payne and
Aristeidis Sotiras},
editor = {Khan M. Iftekharuddin and
Weijie Chen},
title = {Normative modeling using multimodal variational autoencoders to identify
abnormal brain volume deviations in Alzheimer's disease},
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/10.1117/12.2654369},
doi = {10.1117/12.2654369},
timestamp = {Tue, 19 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micad/KumarPS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micad/YangMS23,
author = {Jin Yang and
Daniel S. Marcus and
Aristeidis Sotiras},
editor = {Khan M. Iftekharuddin and
Weijie Chen},
title = {Abdominal {CT} pancreas segmentation using multi-scale convolution
with aggregated transformations},
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/10.1117/12.2651702},
doi = {10.1117/12.2651702},
timestamp = {Tue, 19 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/micad/YangMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LenziniEHBSB23,
author = {Petra Lenzini and
Thomas Earnest and
Sung Min Ha and
Abdalla Bani and
Aristeidis Sotiras and
Janine Bijsterbosch},
editor = {Ahmed Abdulkadir and
Deepti R. Bathula and
Nicha C. Dvornek and
Sindhuja Tirumalai Govindarajan and
Mohamad Habes and
Vinod Kumar and
Esten H. Leonardsen and
Thomas Wolfers and
Yiming Xiao},
title = {Morphological Versus Functional Network Organization: {A} Comparison
Between Structural Covariance Networks and Probabilistic Functional
Modes},
booktitle = {Machine Learning in Clinical Neuroimaging - 6th International Workshop,
{MLCN} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14312},
pages = {163--172},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44858-4\_16},
doi = {10.1007/978-3-031-44858-4\_16},
timestamp = {Thu, 12 Oct 2023 07:58:20 +0200},
biburl = {https://dblp.org/rec/conf/miccai/LenziniEHBSB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/QiuCNGS23,
author = {Peijie Qiu and
Satrajit Chakrabarty and
Phuc Nguyen and
Soumyendu Sekhar Ghosh and
Aristeidis Sotiras},
editor = {Hayit Greenspan and
Anant Madabhushi and
Parvin Mousavi and
Septimiu E. Salcudean and
James Duncan and
Tanveer F. Syeda{-}Mahmood and
Russell H. Taylor},
title = {QCResUNet: Joint Subject-Level and Voxel-Level Prediction of Segmentation
Quality},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2023 - 26th International Conference, Vancouver, BC, Canada, October
8-12, 2023, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14223},
pages = {173--182},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43901-8\_17},
doi = {10.1007/978-3-031-43901-8\_17},
timestamp = {Tue, 13 Aug 2024 14:18:07 +0200},
biburl = {https://dblp.org/rec/conf/miccai/QiuCNGS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/HaBS23,
author = {Sung Min Ha and
Abdalla Bani and
Aristeidis Sotiras},
editor = {Olivier Colliot and
Ivana Isgum},
title = {Scalable {NMF} via linearly optimized data compression},
booktitle = {Medical Imaging 2023: Image Processing, San Diego, CA, USA, February
19-23, 2023},
series = {{SPIE} Proceedings},
volume = {12464},
publisher = {{SPIE}},
year = {2023},
url = {https://doi.org/10.1117/12.2654282},
doi = {10.1117/12.2654282},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miip/HaBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-16666,
author = {Pan Xiao and
Peijie Qiu and
Aristeidis Sotiras},
title = {{SC-VAE:} Sparse Coding-based Variational Autoencoder},
journal = {CoRR},
volume = {abs/2303.16666},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.16666},
doi = {10.48550/ARXIV.2303.16666},
eprinttype = {arXiv},
eprint = {2303.16666},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-16666.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-00048,
author = {Peijie Qiu and
Pan Xiao and
Wenhui Zhu and
Yalin Wang and
Aristeidis Sotiras},
title = {{SC-MIL:} Sparsely Coded Multiple Instance Learning for Whole Slide
Image Classification},
journal = {CoRR},
volume = {abs/2311.00048},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.00048},
doi = {10.48550/ARXIV.2311.00048},
eprinttype = {arXiv},
eprint = {2311.00048},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-00048.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-00992,
author = {Sayantan Kumar and
Philip R. O. Payne and
Aristeidis Sotiras},
title = {Improving Normative Modeling for Multi-modal Neuroimaging Data using
mixture-of-product-of-experts variational autoencoders},
journal = {CoRR},
volume = {abs/2312.00992},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.00992},
doi = {10.48550/ARXIV.2312.00992},
eprinttype = {arXiv},
eprint = {2312.00992},
timestamp = {Fri, 08 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-00992.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/WenVSYCESAHDPDK22,
author = {Junhao Wen and
Erdem Varol and
Aristeidis Sotiras and
Zhijian Yang and
Ganesh B. Chand and
G{\"{u}}ray Erus and
Haochang Shou and
Ahmed Abdulkadir and
Gyujoon Hwang and
Dominic B. Dwyer and
Alessandro Pigoni and
Paola Dazzan and
Ren{\'{e}} S. Kahn and
Hugo G. Schnack and
Marcus V. Zanetti and
Eva Meisenzahl and
Geraldo F. Busatto and
Benedicto Crespo{-}Facorro and
Romero{-}Garcia Rafael and
Christos Pantelis and
Stephen J. Wood and
Chuanjun Zhuo and
Russell T. Shinohara and
Yong Fan and
Ruben C. Gur and
Raquel E. Gur and
Theodore D. Satterthwaite and
Nikolaos Koutsouleris and
Daniel H. Wolf and
Christos Davatzikos},
title = {Multi-scale semi-supervised clustering of brain images: Deriving disease
subtypes},
journal = {Medical Image Anal.},
volume = {75},
pages = {102304},
year = {2022},
url = {https://doi.org/10.1016/j.media.2021.102304},
doi = {10.1016/J.MEDIA.2021.102304},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/WenVSYCESAHDPDK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/KaplanPAKBBEGNO22,
author = {Sydney Kaplan and
Anders Perrone and
Dimitrios Alexopoulos and
Jeanette K. Kenley and
Deanna M. Barch and
Claudia Buss and
Jed T. Elison and
Alice M. Graham and
Jeffrey J. Neil and
Thomas G. O'Connor and
Jerod Rasmussen and
Monica Rosenberg and
Cynthia E. Rogers and
Aristeidis Sotiras and
Damien A. Fair and
Christopher D. Smyser},
title = {Synthesizing pseudo-T2w images to recapture missing data in neonatal
neuroimaging with applications in rs-fMRI},
journal = {NeuroImage},
volume = {253},
pages = {119091},
year = {2022},
url = {https://doi.org/10.1016/j.neuroimage.2022.119091},
doi = {10.1016/J.NEUROIMAGE.2022.119091},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/KaplanPAKBBEGNO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-03151,
author = {Satrajit Chakrabarty and
Syed Amaan Abidi and
Mina Mousa and
Mahati Mokkarala and
Isabelle Hren and
Divya Yadav and
Matthew Kelsey and
Pamela LaMontagne and
John Wood and
Michael Adams and
Yuzhuo Su and
Sherry Thorpe and
Caroline Chung and
Aristeidis Sotiras and
Daniel S. Marcus},
title = {Integrative Imaging Informatics for Cancer Research: Workflow Automation
for Neuro-oncology {(I3CR-WANO)}},
journal = {CoRR},
volume = {abs/2210.03151},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.03151},
doi = {10.48550/ARXIV.2210.03151},
eprinttype = {arXiv},
eprint = {2210.03151},
timestamp = {Thu, 13 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-03151.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-03779,
author = {Satrajit Chakrabarty and
Pamela LaMontagne and
Joshua S. Shimony and
Daniel S. Marcus and
Aristeidis Sotiras},
title = {MRI-based classification of {IDH} mutation and 1p/19q codeletion status
of gliomas using a 2.5D hybrid multi-task convolutional neural network},
journal = {CoRR},
volume = {abs/2210.03779},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.03779},
doi = {10.48550/ARXIV.2210.03779},
eprinttype = {arXiv},
eprint = {2210.03779},
timestamp = {Thu, 13 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-03779.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/ChakrabartySMLA21,
author = {Satrajit Chakrabarty and
Aristeidis Sotiras and
Mikhail Milchenko and
Pamela LaMontagne and
Christopher Abraham and
Clifford Robinson and
Daniel S. Marcus},
editor = {Ivana Isgum and
Bennett A. Landman},
title = {BrainTumorNet: multi-task learning for joint segmentation of high-grade
glioma and brain metastases from {MR} images},
booktitle = {Medical Imaging 2021: Image Processing, Online, February 15-19, 2021},
series = {{SPIE} Proceedings},
volume = {11596},
publisher = {{SPIE}},
year = {2021},
url = {https://doi.org/10.1117/12.2580100},
doi = {10.1117/12.2580100},
timestamp = {Sat, 27 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miip/ChakrabartySMLA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-03723,
author = {Gyujoon Hwang and
Ahmed Abdulkadir and
G{\"{u}}ray Erus and
Mohamad Habes and
Raymond Pomponio and
Haochang Shou and
Jimit Doshi and
Elizabeth Mamourian and
Tanweer Rashid and
Murat Bilgel and
Yong Fan and
Aristeidis Sotiras and
Dhivya Srinivasan and
John C. Morris and
Daniel S. Marcus and
Marilyn S. Albert and
R. Nick Bryan and
Susan M. Resnick and
Ilya M. Nasrallah and
Christos Davatzikos and
David A. Wolk},
title = {Disentangling Alzheimer's disease neurodegeneration from typical brain
aging using machine learning},
journal = {CoRR},
volume = {abs/2109.03723},
year = {2021},
url = {https://arxiv.org/abs/2109.03723},
eprinttype = {arXiv},
eprint = {2109.03723},
timestamp = {Mon, 20 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-03723.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-04903,
author = {Sayantan Kumar and
Aristeidis Sotiras},
title = {NormVAE: Normative Modeling on Neuroimaging Data using Variational
Autoencoders},
journal = {CoRR},
volume = {abs/2110.04903},
year = {2021},
url = {https://arxiv.org/abs/2110.04903},
eprinttype = {arXiv},
eprint = {2110.04903},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-04903.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-11347,
author = {Junhao Wen and
Cynthia H. Y. Fu and
Duygu Tosun and
Yogasudha Veturi and
Zhijian Yang and
Ahmed Abdulkadir and
Elizabeth Mamourian and
Dhivya Srinivasan and
Jingxuan Bao and
G{\"{u}}ray Erus and
Haochang Shou and
Mohamad Habes and
Jimit Doshi and
Erdem Varol and
Scott R. Mackin and
Aristeidis Sotiras and
Yong Fan and
Andrew J. Saykin and
Yvette I. Sheline and
Li Shen and
Marylyn D. Ritchie and
David A. Wolk and
Marilyn S. Albert and
Susan M. Resnick and
Christos Davatzikos},
title = {Multidimensional representations in late-life depression: convergence
in neuroimaging, cognition, clinical symptomatology and genetics},
journal = {CoRR},
volume = {abs/2110.11347},
year = {2021},
url = {https://arxiv.org/abs/2110.11347},
eprinttype = {arXiv},
eprint = {2110.11347},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-11347.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-06979,
author = {Bhakti Baheti and
Diana Waldmannstetter and
Satrajit Chakrabarty and
Hamed Akbari and
Michel Bilello and
Benedikt Wiestler and
Julian Schwarting and
Evan Calabrese and
Jeffrey D. Rudie and
Syed Amaan Abidi and
Mina Mousa and
Javier E. Villanueva{-}Meyer and
Daniel S. Marcus and
Christos Davatzikos and
Aristeidis Sotiras and
Bjoern H. Menze and
Spyridon Bakas},
title = {The Brain Tumor Sequence Registration Challenge: Establishing Correspondence
between Pre-Operative and Follow-up {MRI} scans of diffuse glioma
patients},
journal = {CoRR},
volume = {abs/2112.06979},
year = {2021},
url = {https://arxiv.org/abs/2112.06979},
eprinttype = {arXiv},
eprint = {2112.06979},
timestamp = {Thu, 13 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-06979.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/WenVCSD20,
author = {Junhao Wen and
Erdem Varol and
Ganesh B. Chand and
Aristeidis Sotiras and
Christos Davatzikos},
editor = {Anne L. Martel and
Purang Abolmaesumi and
Danail Stoyanov and
Diana Mateus and
Maria A. Zuluaga and
S. Kevin Zhou and
Daniel Racoceanu and
Leo Joskowicz},
title = {{MAGIC:} Multi-scale Heterogeneity Analysis and Clustering for Brain
Diseases},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020,
Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {12267},
pages = {678--687},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59728-3\_66},
doi = {10.1007/978-3-030-59728-3\_66},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/WenVCSD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miigp/BakasSAESRSHRSS20,
author = {Spyridon Bakas and
Gaurav Shukla and
Hamed Akbari and
G{\"{u}}ray Erus and
Aristeidis Sotiras and
Saima Rathore and
Chiharu Sako and
Sung Min Ha and
Martin Rozycki and
Ashish Singh and
Russell T. Shinohara and
Michel Bilello and
Christos Davatzikos},
editor = {Baowei Fei and
Cristian A. Linte},
title = {Integrative radiomic analysis for pre-surgical prognostic stratification
of glioblastoma patients: from advanced to basic {MRI} protocols},
booktitle = {Medical Imaging 2020: Image-Guided Procedures, Robotic Interventions,
and Modeling, Houston, TX, USA, February 15-20, 2020},
series = {{SPIE} Proceedings},
volume = {11315},
pages = {113151S},
publisher = {{SPIE}},
year = {2020},
url = {https://doi.org/10.1117/12.2566505},
doi = {10.1117/12.2566505},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miigp/BakasSAESRSHRSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2020unsure,
editor = {Carole H. Sudre and
Hamid Fehri and
Tal Arbel and
Christian F. Baumgartner and
Adrian V. Dalca and
Ryutaro Tanno and
Koen Van Leemput and
William M. Wells III and
Aristeidis Sotiras and
Bartlomiej W. Papiez and
Enzo Ferrante and
Sarah Parisot},
title = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging,
and Graphs in Biomedical Image Analysis - Second International Workshop,
{UNSURE} 2020, and Third International Workshop, {GRAIL} 2020, Held
in Conjunction with {MICCAI} 2020, Lima, Peru, October 8, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12443},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-60365-6},
doi = {10.1007/978-3-030-60365-6},
isbn = {978-3-030-60364-9},
timestamp = {Fri, 24 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/2020unsure.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-00812,
author = {Junhao Wen and
Erdem Varol and
Ganesh B. Chand and
Aristeidis Sotiras and
Christos Davatzikos},
title = {{MAGIC:} Multi-scale Heterogeneity Analysis and Clustering for Brain
Diseases},
journal = {CoRR},
volume = {abs/2007.00812},
year = {2020},
url = {https://arxiv.org/abs/2007.00812},
eprinttype = {arXiv},
eprint = {2007.00812},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-00812.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/brainles-ws/PatiSRGBNHBMMLB19,
author = {Sarthak Pati and
Ashish Singh and
Saima Rathore and
Aimilia Gastounioti and
Mark Bergman and
Phuc Ngo and
Sung Min Ha and
Dimitrios Bounias and
James Minock and
Grayson Murphy and
Hongming Li and
Amit Bhattarai and
Adam Wolf and
Patmaa Sridaran and
Ratheesh Kalarot and
Hamed Akbari and
Aristeidis Sotiras and
Siddhesh P. Thakur and
Ragini Verma and
Russell T. Shinohara and
Paul A. Yushkevich and
Yong Fan and
Despina Kontos and
Christos Davatzikos and
Spyridon Bakas},
editor = {Alessandro Crimi and
Spyridon Bakas},
title = {The Cancer Imaging Phenomics Toolkit (CaPTk): Technical Overview},
booktitle = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
Injuries - 5th International Workshop, BrainLes 2019, Held in Conjunction
with {MICCAI} 2019, Shenzhen, China, October 17, 2019, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11993},
pages = {380--394},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-46643-5\_38},
doi = {10.1007/978-3-030-46643-5\_38},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/brainles-ws/PatiSRGBNHBMMLB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/VarikutiGSSHPJC18,
author = {Deepthi P. Varikuti and
Sarah Genon and
Aristeidis Sotiras and
Holger Schwender and
Felix Hoffstaedter and
Kaustubh R. Patil and
Christiane Jockwitz and
Svenja Caspers and
Susanne Moebus and
Katrin Amunts and
Christos Davatzikos and
Simon B. Eickhoff},
title = {Evaluation of non-negative matrix factorization of grey matter in
age prediction},
journal = {NeuroImage},
volume = {173},
pages = {394--410},
year = {2018},
url = {https://doi.org/10.1016/j.neuroimage.2018.03.007},
doi = {10.1016/J.NEUROIMAGE.2018.03.007},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/VarikutiGSSHPJC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/VarolSD18,
author = {Erdem Varol and
Aristeidis Sotiras and
Christos Davatzikos},
title = {{MIDAS:} Regionally linear multivariate discriminative statistical
mapping},
journal = {NeuroImage},
volume = {174},
pages = {111--126},
year = {2018},
url = {https://doi.org/10.1016/j.neuroimage.2018.02.060},
doi = {10.1016/J.NEUROIMAGE.2018.02.060},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/VarolSD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/ZengSD18,
author = {Ke Zeng and
Aristeidis Sotiras and
Christos Davatzikos},
title = {Statistically-constrained robust diffeomorphic registration},
booktitle = {15th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2018, Washington, DC, USA, April 4-7, 2018},
pages = {1083--1087},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ISBI.2018.8363759},
doi = {10.1109/ISBI.2018.8363759},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/ZengSD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/VarolSD18,
author = {Erdem Varol and
Aristeidis Sotiras and
Christos Davatzikos},
title = {Regionally discriminative multivariate statistical mapping},
booktitle = {15th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2018, Washington, DC, USA, April 4-7, 2018},
pages = {1560--1563},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ISBI.2018.8363871},
doi = {10.1109/ISBI.2018.8363871},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/VarolSD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/VarolSZD18,
author = {Erdem Varol and
Aristeidis Sotiras and
Ke Zeng and
Christos Davatzikos},
editor = {Alejandro F. Frangi and
Julia A. Schnabel and
Christos Davatzikos and
Carlos Alberola{-}L{\'{o}}pez and
Gabor Fichtinger},
title = {Generative Discriminative Models for Multivariate Inference and Statistical
Mapping in Medical Imaging},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2018 - 21st International Conference, Granada, Spain, September 16-20,
2018, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11072},
pages = {540--548},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00931-1\_62},
doi = {10.1007/978-3-030-00931-1\_62},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/VarolSZD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2018grail,
editor = {Danail Stoyanov and
Zeike Taylor and
Enzo Ferrante and
Adrian V. Dalca and
Anne L. Martel and
Lena Maier{-}Hein and
Sarah Parisot and
Aristeidis Sotiras and
Bartlomiej W. Papiez and
Mert R. Sabuncu and
Li Shen},
title = {Graphs in Biomedical Image Analysis - and - Integrating Medical Imaging
and Non-Imaging Modalities - Second International Workshop, {GRAIL}
2018 - and - First International Workshop, Beyond {MIC} 2018, Held
in Conjunction with {MICCAI} 2018, Granada, Spain, September 20, 2018,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11044},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-00689-1},
doi = {10.1007/978-3-030-00689-1},
isbn = {978-3-030-00688-4},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/2018grail.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/AlchatzidisSZP17,
author = {Stavros Alchatzidis and
Aristeidis Sotiras and
Evangelia I. Zacharaki and
Nikos Paragios},
title = {A Discrete {MRF} Framework for Integrated Multi-Atlas Registration
and Segmentation},
journal = {Int. J. Comput. Vis.},
volume = {121},
number = {1},
pages = {169--181},
year = {2017},
url = {https://doi.org/10.1007/s11263-016-0925-2},
doi = {10.1007/S11263-016-0925-2},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcv/AlchatzidisSZP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/VarolSD17,
author = {Erdem Varol and
Aristeidis Sotiras and
Christos Davatzikos},
title = {{HYDRA:} Revealing heterogeneity of imaging and genetic patterns through
a multiple max-margin discriminative analysis framework},
journal = {NeuroImage},
volume = {145},
pages = {346--364},
year = {2017},
url = {https://doi.org/10.1016/j.neuroimage.2016.02.041},
doi = {10.1016/J.NEUROIMAGE.2016.02.041},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/VarolSD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/miccai/2017grail,
editor = {M. Jorge Cardoso and
Tal Arbel and
Enzo Ferrante and
Xavier Pennec and
Adrian V. Dalca and
Sarah Parisot and
Sarang C. Joshi and
Nematollah Kayhan Batmanghelich and
Aristeidis Sotiras and
Mads Nielsen and
Mert R. Sabuncu and
Tom Fletcher and
Li Shen and
Stanley Durrleman and
Stefan Sommer},
title = {Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging
Genetics - First International Workshop, {GRAIL} 2017, 6th International
Workshop, {MFCA} 2017, and Third International Workshop, MICGen 2017,
Held in Conjunction with {MICCAI} 2017, Qu{\'{e}}bec City, QC,
Canada, September 10-14, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10551},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-67675-3},
doi = {10.1007/978-3-319-67675-3},
isbn = {978-3-319-67674-6},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/2017grail.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/ZengESSD16,
author = {Ke Zeng and
G{\"{u}}ray Erus and
Aristeidis Sotiras and
Russell T. Shinohara and
Christos Davatzikos},
title = {Abnormality Detection via Iterative Deformable Registration and Basis-Pursuit
Decomposition},
journal = {{IEEE} Trans. Medical Imaging},
volume = {35},
number = {8},
pages = {1937--1951},
year = {2016},
url = {https://doi.org/10.1109/TMI.2016.2538998},
doi = {10.1109/TMI.2016.2538998},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/ZengESSD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ZengBSARRPD16,
author = {Ke Zeng and
Spyridon Bakas and
Aristeidis Sotiras and
Hamed Akbari and
Martin Rozycki and
Saima Rathore and
Sarthak Pati and
Christos Davatzikos},
editor = {Alessandro Crimi and
Bjoern H. Menze and
Oskar Maier and
Mauricio Reyes and
Stefan Winzeck and
Heinz Handels},
title = {Segmentation of Gliomas in Pre-operative and Post-operative Multimodal
Magnetic Resonance Imaging Volumes Based on a Hybrid Generative-Discriminative
Framework},
booktitle = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
Injuries - Second International Workshop, BrainLes 2016, with the
Challenges on BRATS, {ISLES} and mTOP 2016, Held in Conjunction with
{MICCAI} 2016, Athens, Greece, October 17, 2016, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {10154},
pages = {184--194},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-55524-9\_18},
doi = {10.1007/978-3-319-55524-9\_18},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/ZengBSARRPD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/VarolSD16,
author = {Erdem Varol and
Aristeidis Sotiras and
Christos Davatzikos},
editor = {S{\'{e}}bastien Ourselin and
Leo Joskowicz and
Mert R. Sabuncu and
G{\"{o}}zde B. {\"{U}}nal and
William M. Wells III},
title = {Structured Outlier Detection in Neuroimaging Studies with Minimal
Convex Polytopes},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2016 - 19th International Conference, Athens, Greece, October 17-21,
2016, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9900},
pages = {300--307},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46720-7\_35},
doi = {10.1007/978-3-319-46720-7\_35},
timestamp = {Mon, 05 Feb 2024 20:27:27 +0100},
biburl = {https://dblp.org/rec/conf/miccai/VarolSD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/SotirasRD15,
author = {Aristeidis Sotiras and
Susan M. Resnick and
Christos Davatzikos},
title = {Finding imaging patterns of structural covariance via Non-Negative
Matrix Factorization},
journal = {NeuroImage},
volume = {108},
pages = {1--16},
year = {2015},
url = {https://doi.org/10.1016/j.neuroimage.2014.11.045},
doi = {10.1016/J.NEUROIMAGE.2014.11.045},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/SotirasRD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/AlchatzidisSP15,
author = {Stavros Alchatzidis and
Aristeidis Sotiras and
Nikos Paragios},
title = {Local atlas selection for discrete multi-atlas segmentation},
booktitle = {12th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2015, Brooklyn, NY, USA, April 16-19, 2015},
pages = {363--367},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ISBI.2015.7163888},
doi = {10.1109/ISBI.2015.7163888},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/AlchatzidisSP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/FecampSP15,
author = {Vivien Fecamp and
Aristeidis Sotiras and
Nikos Paragios},
title = {Modular linear iconic matching using higher order graphs},
booktitle = {12th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2015, Brooklyn, NY, USA, April 16-19, 2015},
pages = {1097--1101},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ISBI.2015.7164063},
doi = {10.1109/ISBI.2015.7164063},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/FecampSP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BakasZSRAGRPD15,
author = {Spyridon Bakas and
Ke Zeng and
Aristeidis Sotiras and
Saima Rathore and
Hamed Akbari and
Bilwaj Gaonkar and
Martin Rozycki and
Sarthak Pati and
Christos Davatzikos},
editor = {Alessandro Crimi and
Bjoern H. Menze and
Oskar Maier and
Mauricio Reyes and
Heinz Handels},
title = {GLISTRboost: Combining Multimodal {MRI} Segmentation, Registration,
and Biophysical Tumor Growth Modeling with Gradient Boosting Machines
for Glioma Segmentation},
booktitle = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
Injuries - First International Workshop, Brainles 2015, Held in Conjunction
with {MICCAI} 2015, Munich, Germany, October 5, 2015, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {9556},
pages = {144--155},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-30858-6\_13},
doi = {10.1007/978-3-319-30858-6\_13},
timestamp = {Sun, 02 Oct 2022 16:11:47 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BakasZSRAGRPD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GastouniotiSNP15,
author = {Aimilia Gastounioti and
Aristeidis Sotiras and
Konstantina S. Nikita and
Nikos Paragios},
editor = {Nassir Navab and
Joachim Hornegger and
William M. Wells III and
Alejandro F. Frangi},
title = {Graph-Based Motion-Driven Segmentation of the Carotid Atherosclerotique
Plaque in 2D Ultrasound Sequences},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2015 - 18th International Conference Munich, Germany, October 5 -
9, 2015, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {9351},
pages = {551--559},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24574-4\_66},
doi = {10.1007/978-3-319-24574-4\_66},
timestamp = {Mon, 03 Jan 2022 22:36:27 +0100},
biburl = {https://dblp.org/rec/conf/miccai/GastouniotiSNP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/VarolSD15,
author = {Erdem Varol and
Aristeidis Sotiras and
Christos Davatzikos},
editor = {Nassir Navab and
Joachim Hornegger and
William M. Wells III and
Alejandro F. Frangi},
title = {Disentangling Disease Heterogeneity with Max-Margin Multiple Hyperplane
Classifier},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2015 - 18th International Conference Munich, Germany, October 5-9,
2015, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9349},
pages = {702--709},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-24553-9\_86},
doi = {10.1007/978-3-319-24553-9\_86},
timestamp = {Sun, 04 Aug 2024 19:38:45 +0200},
biburl = {https://dblp.org/rec/conf/miccai/VarolSD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/AlchatzidisSP14,
author = {Stavros Alchatzidis and
Aristeidis Sotiras and
Nikos Paragios},
editor = {Michel Fran{\c{c}}ois Valstar and
Andrew P. French and
Tony P. Pridmore},
title = {Discrete Multi Atlas Segmentation using Agreement Constraints},
booktitle = {British Machine Vision Conference, {BMVC} 2014, Nottingham, UK, September
1-5, 2014},
publisher = {{BMVA} Press},
year = {2014},
url = {http://www.bmva.org/bmvc/2014/papers/paper070/index.html},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/AlchatzidisSP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/KarantzalosSP14,
author = {Konstantinos Karantzalos and
Aristeidis Sotiras and
Nikos Paragios},
title = {Efficient and Automated Multimodal Satellite Data Registration through
MRFs and Linear Programming},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
Workshops 2014, Columbus, OH, USA, June 23-28, 2014},
pages = {335--342},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/CVPRW.2014.57},
doi = {10.1109/CVPRW.2014.57},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/KarantzalosSP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/SotirasDP13,
author = {Aristeidis Sotiras and
Christos Davatzikos and
Nikos Paragios},
title = {Deformable Medical Image Registration: {A} Survey},
journal = {{IEEE} Trans. Medical Imaging},
volume = {32},
number = {7},
pages = {1153--1190},
year = {2013},
url = {https://doi.org/10.1109/TMI.2013.2265603},
doi = {10.1109/TMI.2013.2265603},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/SotirasDP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GkirtzouDBSRVPB13,
author = {Katerina Gkirtzou and
Jean{-}Fran{\c{c}}ois Deux and
Guillaume Bassez and
Aristeidis Sotiras and
Alain Rahmouni and
Thibault Varacca and
Nikos Paragios and
Matthew B. Blaschko},
editor = {Guorong Wu and
Daoqiang Zhang and
Dinggang Shen and
Pingkun Yan and
Kenji Suzuki and
Fei Wang},
title = {Sparse Classification with {MRI} Based Markers for Neuromuscular Disease
Categorization},
booktitle = {Machine Learning in Medical Imaging - 4th International Workshop,
{MLMI} 2013, Held in Conjunction with {MICCAI} 2013, Nagoya, Japan,
September 22, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8184},
pages = {33--40},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-02267-3\_5},
doi = {10.1007/978-3-319-02267-3\_5},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/GkirtzouDBSRVPB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/prni/GaonkarSD13,
author = {Bilwaj Gaonkar and
Aristeidis Sotiras and
Christos Davatzikos},
title = {Deriving Statistical Significance Maps for Support Vector Regression
Using Medical Imaging Data},
booktitle = {International Workshop on Pattern Recognition in Neuroimaging, {PRNI}
2013, Philadelphia, PA, USA, June 22-24, 2013},
pages = {13--16},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/PRNI.2013.13},
doi = {10.1109/PRNI.2013.13},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/prni/GaonkarSD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/SotirasP12,
author = {Aristeidis Sotiras and
Nikos Paragios},
title = {Discrete symmetric image registration},
booktitle = {9th {IEEE} International Symposium on Biomedical Imaging: From Nano
to Macro, {ISBI} 2012, May 2-5, 2012, Barcelona, Spain, Proceedings},
pages = {342--345},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ISBI.2012.6235554},
doi = {10.1109/ISBI.2012.6235554},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/SotirasP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/OuSPD11,
author = {Yangming Ou and
Aristeidis Sotiras and
Nikos Paragios and
Christos Davatzikos},
title = {{DRAMMS:} Deformable registration via attribute matching and mutual-saliency
weighting},
journal = {Medical Image Anal.},
volume = {15},
number = {4},
pages = {622--639},
year = {2011},
url = {https://doi.org/10.1016/j.media.2010.07.002},
doi = {10.1016/J.MEDIA.2010.07.002},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/OuSPD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/AlchatzidisSP11,
author = {Stavros Alchatzidis and
Aristeidis Sotiras and
Nikos Paragios},
editor = {Dimitris N. Metaxas and
Long Quan and
Alberto Sanfeliu and
Luc Van Gool},
title = {Efficient parallel message computation for {MAP} inference},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2011, Barcelona,
Spain, November 6-13, 2011},
pages = {1379--1386},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICCV.2011.6126392},
doi = {10.1109/ICCV.2011.6126392},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/AlchatzidisSP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/SotirasNDKFP10,
author = {Aristeidis Sotiras and
Radhou{\`{e}}ne Neji and
Jean{-}Fran{\c{c}}ois Deux and
Nikos Komodakis and
Gilles Fleury and
Nikos Paragios},
title = {A kernel-based graphical model for diffusion tensor registration},
booktitle = {Proceedings of the 2010 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Rotterdam, The Netherlands, 14-17 April,
2010},
pages = {524--527},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ISBI.2010.5490295},
doi = {10.1109/ISBI.2010.5490295},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/SotirasNDKFP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/SavinaudSMP10,
author = {Mickael Savinaud and
Aristeidis Sotiras and
Serge Maitrejean and
Nikos Paragios},
title = {Bioluminescence enhancement through fusion of optical imaging and
cinematic video flow},
booktitle = {Proceedings of the 2010 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Rotterdam, The Netherlands, 14-17 April,
2010},
pages = {688--691},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ISBI.2010.5490081},
doi = {10.1109/ISBI.2010.5490081},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/SavinaudSMP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SotirasOGDP10,
author = {Aristeidis Sotiras and
Yangming Ou and
Ben Glocker and
Christos Davatzikos and
Nikos Paragios},
editor = {Tianzi Jiang and
Nassir Navab and
Josien P. W. Pluim and
Max A. Viergever},
title = {Simultaneous Geometric - Iconic Registration},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2010, 13th International Conference, Beijing, China, September 20-24,
2010, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6362},
pages = {676--683},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15745-5\_83},
doi = {10.1007/978-3-642-15745-5\_83},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/SotirasOGDP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/SotirasKLP09,
author = {Aristeidis Sotiras and
Nikos Komodakis and
Georg Langs and
Nikos Paragios},
title = {Atlas-Based Deformable Mutual Population Segmentation},
booktitle = {Proceedings of the 2009 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Boston, MA, USA, June 28 - July 1, 2009},
pages = {5--8},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ISBI.2009.5192969},
doi = {10.1109/ISBI.2009.5192969},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/SotirasKLP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SotirasKGDP09,
author = {Aristeidis Sotiras and
Nikos Komodakis and
Ben Glocker and
Jean{-}Fran{\c{c}}ois Deux and
Nikos Paragios},
editor = {Guang{-}Zhong Yang and
David J. Hawkes and
Daniel Rueckert and
J. Alison Noble and
Christopher J. Taylor},
title = {Graphical Models and Deformable Diffeomorphic Population Registration
Using Global and Local Metrics},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2009, 12th International Conference, London, UK, September 20-24,
2009, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5761},
pages = {672--679},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04268-3\_83},
doi = {10.1007/978-3-642-04268-3\_83},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/SotirasKGDP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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