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ORCIDBibTeX records: Simo Saarakkala
@article{DBLP:journals/tmi/NguyenBST24,
author = {Huy Hoang Nguyen and
Matthew B. Blaschko and
Simo Saarakkala and
Aleksei Tiulpin},
title = {Clinically-Inspired Multi-Agent Transformers for Disease Trajectory
Forecasting From Multimodal Data},
journal = {{IEEE} Trans. Medical Imaging},
volume = {43},
number = {1},
pages = {529--541},
year = {2024},
url = {https://doi.org/10.1109/TMI.2023.3312524},
doi = {10.1109/TMI.2023.3312524},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmi/NguyenBST24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/KowlagiNMSMKT23,
author = {Narasimharao Kowlagi and
Huy Hoang Nguyen and
Terence McSweeney and
Simo Saarakkala and
Juhani M{\"{a}}{\"{a}}tt{\"{a}} and
Jaro Karppinen and
Aleksei Tiulpin},
title = {A Stronger Baseline For Automatic Pfirrmann Grading Of Lumbar Spine
Mri Using Deep Learning},
booktitle = {20th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2023, Cartagena, Colombia, April 18-21, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ISBI53787.2023.10230814},
doi = {10.1109/ISBI53787.2023.10230814},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/KowlagiNMSMKT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-05927,
author = {Neslihan Bayramoglu and
Martin Englund and
Ida K. Haugen and
Muneaki Ishijima and
Simo Saarakkala},
title = {Deep Learning for Predicting Progression of Patellofemoral Osteoarthritis
Based on Lateral Knee Radiographs, Demographic Data and Symptomatic
Assessments},
journal = {CoRR},
volume = {abs/2305.05927},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.05927},
doi = {10.48550/ARXIV.2305.05927},
eprinttype = {arXiv},
eprint = {2305.05927},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-05927.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-00873,
author = {Egor Panfilov and
Simo Saarakkala and
Miika T. Nieminen and
Aleksei Tiulpin},
title = {End-To-End Prediction of Knee Osteoarthritis Progression With Multi-Modal
Transformers},
journal = {CoRR},
volume = {abs/2307.00873},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.00873},
doi = {10.48550/ARXIV.2307.00873},
eprinttype = {arXiv},
eprint = {2307.00873},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-00873.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmi/BayramogluNS22,
author = {Neslihan Bayramoglu and
Miika T. Nieminen and
Simo Saarakkala},
title = {Machine learning based texture analysis of patella from X-rays for
detecting patellofemoral osteoarthritis},
journal = {Int. J. Medical Informatics},
volume = {157},
pages = {104627},
year = {2022},
url = {https://doi.org/10.1016/j.ijmedinf.2021.104627},
doi = {10.1016/J.IJMEDINF.2021.104627},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijmi/BayramogluNS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/NguyenSBT22,
author = {Huy Hoang Nguyen and
Simo Saarakkala and
Matthew B. Blaschko and
Aleksei Tiulpin},
title = {{CLIMAT:} Clinically-Inspired Multi-Agent Transformers for Knee Osteoarthritis
Trajectory Forecasting},
booktitle = {19th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2022, Kolkata, India, March 28-31, 2022},
pages = {1--5},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ISBI52829.2022.9761545},
doi = {10.1109/ISBI52829.2022.9761545},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/NguyenSBT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/PanfilovSNT22,
author = {Egor Panfilov and
Simo Saarakkala and
Miika T. Nieminen and
Aleksei Tiulpin},
title = {Predicting Knee Osteoarthritis Progression from Structural {MRI} Using
Deep Learning},
booktitle = {19th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2022, Kolkata, India, March 28-31, 2022},
pages = {1--5},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ISBI52829.2022.9761458},
doi = {10.1109/ISBI52829.2022.9761458},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/PanfilovSNT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-10849,
author = {Egor Panfilov and
Simo Saarakkala and
Miika T. Nieminen and
Aleksei Tiulpin},
title = {Predicting Knee Osteoarthritis Progression from Structural {MRI} using
Deep Learning},
journal = {CoRR},
volume = {abs/2201.10849},
year = {2022},
url = {https://arxiv.org/abs/2201.10849},
eprinttype = {arXiv},
eprint = {2201.10849},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-10849.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-13889,
author = {Huy Hoang Nguyen and
Matthew B. Blaschko and
Simo Saarakkala and
Aleksei Tiulpin},
title = {Clinically-Inspired Multi-Agent Transformers for Disease Trajectory
Forecasting from Multimodal Data},
journal = {CoRR},
volume = {abs/2210.13889},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.13889},
doi = {10.48550/ARXIV.2210.13889},
eprinttype = {arXiv},
eprint = {2210.13889},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-13889.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-14597,
author = {Narasimharao Kowlagi and
Huy Hoang Nguyen and
Terence McSweeney and
Simo Saarakkala and
Juhani M{\"{a}}{\"{a}}tt{\"{a}} and
Jaro Karppinen and
Aleksei Tiulpin},
title = {A Stronger Baseline For Automatic Pfirrmann Grading Of Lumbar Spine
{MRI} Using Deep Learning},
journal = {CoRR},
volume = {abs/2210.14597},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.14597},
doi = {10.48550/ARXIV.2210.14597},
eprinttype = {arXiv},
eprint = {2210.14597},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-14597.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-04350,
author = {Neslihan Bayramoglu and
Miika T. Nieminen and
Simo Saarakkala},
title = {Automated Detection of Patellofemoral Osteoarthritis from Knee Lateral
View Radiographs Using Deep Learning: Data from the Multicenter Osteoarthritis
Study {(MOST)}},
journal = {CoRR},
volume = {abs/2101.04350},
year = {2021},
url = {https://arxiv.org/abs/2101.04350},
eprinttype = {arXiv},
eprint = {2101.04350},
timestamp = {Fri, 22 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-04350.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-03642,
author = {Huy Hoang Nguyen and
Simo Saarakkala and
Matthew B. Blaschko and
Aleksei Tiulpin},
title = {DeepProg: {A} Transformer-based Framework for Predicting Disease Prognosis},
journal = {CoRR},
volume = {abs/2104.03642},
year = {2021},
url = {https://arxiv.org/abs/2104.03642},
eprinttype = {arXiv},
eprint = {2104.03642},
timestamp = {Tue, 13 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-03642.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-01700,
author = {Neslihan Bayramoglu and
Miika T. Nieminen and
Simo Saarakkala},
title = {Machine Learning Based Texture Analysis of Patella from X-Rays for
Detecting Patellofemoral Osteoarthritis},
journal = {CoRR},
volume = {abs/2106.01700},
year = {2021},
url = {https://arxiv.org/abs/2106.01700},
eprinttype = {arXiv},
eprint = {2106.01700},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-01700.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/NguyenSBT20,
author = {Huy Hoang Nguyen and
Simo Saarakkala and
Matthew B. Blaschko and
Aleksei Tiulpin},
title = {Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised
Knee Osteoarthritis Severity Grading From Plain Radiographs},
journal = {{IEEE} Trans. Medical Imaging},
volume = {39},
number = {12},
pages = {4346--4356},
year = {2020},
url = {https://doi.org/10.1109/TMI.2020.3017007},
doi = {10.1109/TMI.2020.3017007},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/NguyenSBT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acivs/TiulpinFLNS20,
author = {Aleksei Tiulpin and
Mikko Finnil{\"{a}} and
Petri Lehenkari and
Heikki J. Nieminen and
Simo Saarakkala},
editor = {Jacques Blanc{-}Talon and
Patrice Delmas and
Wilfried Philips and
Dan Popescu and
Paul Scheunders},
title = {Deep-Learning for Tidemark Segmentation in Human Osteochondral Tissues
Imaged with Micro-computed Tomography},
booktitle = {Advanced Concepts for Intelligent Vision Systems - 20th International
Conference, {ACIVS} 2020, Auckland, New Zealand, February 10-14, 2020,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12002},
pages = {131--138},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-40605-9\_12},
doi = {10.1007/978-3-030-40605-9\_12},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acivs/TiulpinFLNS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miua/BayramogluNS20,
author = {Neslihan Bayramoglu and
Miika T. Nieminen and
Simo Saarakkala},
editor = {Bartlomiej W. Papiez and
Ana I. L. Namburete and
Mohammad Yaqub and
J. Alison Noble},
title = {A Lightweight {CNN} and Joint Shape-Joint Space (JS\({}^{\mbox{2}}\))
Descriptor for Radiological Osteoarthritis Detection},
booktitle = {Medical Image Understanding and Analysis - 24th Annual Conference,
{MIUA} 2020, Oxford, UK, July 15-17, 2020, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1248},
pages = {331--345},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-52791-4\_26},
doi = {10.1007/978-3-030-52791-4\_26},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miua/BayramogluNS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-01944,
author = {Huy Hoang Nguyen and
Simo Saarakkala and
Matthew B. Blaschko and
Aleksei Tiulpin},
title = {Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised
Knee Osteoarthritis Severity Grading from Plain Radiographs},
journal = {CoRR},
volume = {abs/2003.01944},
year = {2020},
url = {https://arxiv.org/abs/2003.01944},
eprinttype = {arXiv},
eprint = {2003.01944},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-01944.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-11715,
author = {Neslihan Bayramoglu and
Miika T. Nieminen and
Simo Saarakkala},
title = {A Lightweight {CNN} and Joint Shape-Joint Space {(JS2)} Descriptor
for Radiological Osteoarthritis Detection},
journal = {CoRR},
volume = {abs/2005.11715},
year = {2020},
url = {https://arxiv.org/abs/2005.11715},
eprinttype = {arXiv},
eprint = {2005.11715},
timestamp = {Fri, 29 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-11715.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/PurishaKKRNSKS19,
author = {Zenith Purisha and
Sakari S. Karhula and
Juuso H. Ketola and
Juho Rimpelainen and
Miika T. Nieminen and
Simo Saarakkala and
Heikki Kroger and
Samuli Siltanen},
title = {An Automatic Regularization Method: An Application for 3-D X-Ray Micro-CT
Reconstruction Using Sparse Data},
journal = {{IEEE} Trans. Medical Imaging},
volume = {38},
number = {2},
pages = {417--425},
year = {2019},
url = {https://doi.org/10.1109/TMI.2018.2865646},
doi = {10.1109/TMI.2018.2865646},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/PurishaKKRNSKS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/TiulpinMS19,
author = {Aleksei Tiulpin and
Iaroslav Melekhov and
Simo Saarakkala},
title = {{KNEEL:} Knee Anatomical Landmark Localization Using Hourglass Networks},
booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision Workshops,
{ICCV} Workshops 2019, Seoul, Korea (South), October 27-28, 2019},
pages = {352--361},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICCVW.2019.00046},
doi = {10.1109/ICCVW.2019.00046},
timestamp = {Thu, 12 Mar 2020 10:53:35 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/TiulpinMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/PanfilovTKNS19,
author = {Egor Panfilov and
Aleksei Tiulpin and
Stefan Klein and
Miika T. Nieminen and
Simo Saarakkala},
title = {Improving Robustness of Deep Learning Based Knee {MRI} Segmentation:
Mixup and Adversarial Domain Adaptation},
booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision Workshops,
{ICCV} Workshops 2019, Seoul, Korea (South), October 27-28, 2019},
pages = {450--459},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICCVW.2019.00057},
doi = {10.1109/ICCVW.2019.00057},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccvw/PanfilovTKNS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-06236,
author = {Aleksei Tiulpin and
Stefan Klein and
Sita M. A. Bierma{-}Zeinstra and
J{\'{e}}r{\^{o}}me Thevenot and
Esa Rahtu and
Joyce van Meurs and
Edwin H. G. Oei and
Simo Saarakkala},
title = {Multimodal Machine Learning-based Knee Osteoarthritis Progression
Prediction from Plain Radiographs and Clinical Data},
journal = {CoRR},
volume = {abs/1904.06236},
year = {2019},
url = {http://arxiv.org/abs/1904.06236},
eprinttype = {arXiv},
eprint = {1904.06236},
timestamp = {Thu, 25 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-06236.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-05089,
author = {Aleksei Tiulpin and
Mikko Finnil{\"{a}} and
Petri Lehenkari and
Heikki J. Nieminen and
Simo Saarakkala},
title = {Deep-Learning for Tidemark Segmentation in Human Osteochondral Tissues
Imaged with Micro-computed Tomography},
journal = {CoRR},
volume = {abs/1907.05089},
year = {2019},
url = {http://arxiv.org/abs/1907.05089},
eprinttype = {arXiv},
eprint = {1907.05089},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-05089.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-08020,
author = {Aleksei Tiulpin and
Simo Saarakkala},
title = {Automatic Grading of Individual Knee Osteoarthritis Features in Plain
Radiographs using Deep Convolutional Neural Networks},
journal = {CoRR},
volume = {abs/1907.08020},
year = {2019},
url = {http://arxiv.org/abs/1907.08020},
eprinttype = {arXiv},
eprint = {1907.08020},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-08020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-12237,
author = {Aleksei Tiulpin and
Iaroslav Melekhov and
Simo Saarakkala},
title = {{KNEEL:} Knee Anatomical Landmark Localization Using Hourglass Networks},
journal = {CoRR},
volume = {abs/1907.12237},
year = {2019},
url = {http://arxiv.org/abs/1907.12237},
eprinttype = {arXiv},
eprint = {1907.12237},
timestamp = {Thu, 01 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-12237.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-04126,
author = {Egor Panfilov and
Aleksei Tiulpin and
Stefan Klein and
Miika T. Nieminen and
Simo Saarakkala},
title = {Improving Robustness of Deep Learning Based Knee {MRI} Segmentation:
Mixup and Adversarial Domain Adaptation},
journal = {CoRR},
volume = {abs/1908.04126},
year = {2019},
url = {http://arxiv.org/abs/1908.04126},
eprinttype = {arXiv},
eprint = {1908.04126},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-04126.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-07736,
author = {Neslihan Bayramoglu and
Aleksei Tiulpin and
Jukka Hirvasniemi and
Miika T. Nieminen and
Simo Saarakkala},
title = {Adaptive Segmentation of Knee Radiographs for Selecting the Optimal
{ROI} in Texture Analysis},
journal = {CoRR},
volume = {abs/1908.07736},
year = {2019},
url = {http://arxiv.org/abs/1908.07736},
eprinttype = {arXiv},
eprint = {1908.07736},
timestamp = {Mon, 26 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-07736.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scia/KaipalaLST17,
author = {Jukka Kaipala and
Miguel Bordallo L{\'{o}}pez and
Simo Saarakkala and
J{\'{e}}r{\^{o}}me Thevenot},
editor = {Puneet Sharma and
Filippo Maria Bianchi},
title = {Automatic Segmentation of Bone Tissue from Computed Tomography Using
a Volumetric Local Binary Patterns Based Method},
booktitle = {Image Analysis - 20th Scandinavian Conference, {SCIA} 2017, Troms{\o},
Norway, June 12-14, 2017, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10270},
pages = {221--232},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-59129-2\_19},
doi = {10.1007/978-3-319-59129-2\_19},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/scia/KaipalaLST17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scia/TiulpinTRS17,
author = {Aleksei Tiulpin and
J{\'{e}}r{\^{o}}me Thevenot and
Esa Rahtu and
Simo Saarakkala},
editor = {Puneet Sharma and
Filippo Maria Bianchi},
title = {A Novel Method for Automatic Localization of Joint Area on Knee Plain
Radiographs},
booktitle = {Image Analysis - 20th Scandinavian Conference, {SCIA} 2017, Troms{\o},
Norway, June 12-14, 2017, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10270},
pages = {290--301},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-59129-2\_25},
doi = {10.1007/978-3-319-59129-2\_25},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/scia/TiulpinTRS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TiulpinTRS17,
author = {Aleksei Tiulpin and
J{\'{e}}r{\^{o}}me Thevenot and
Esa Rahtu and
Simo Saarakkala},
title = {A novel method for automatic localization of joint area on knee plain
radiographs},
journal = {CoRR},
volume = {abs/1701.08991},
year = {2017},
url = {http://arxiv.org/abs/1701.08991},
eprinttype = {arXiv},
eprint = {1701.08991},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TiulpinTRS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-10589,
author = {Aleksei Tiulpin and
J{\'{e}}r{\^{o}}me Thevenot and
Esa Rahtu and
Petri Lehenkari and
Simo Saarakkala},
title = {Automatic Knee Osteoarthritis Diagnosis from Plain Radiographs: {A}
Deep Learning-Based Approach},
journal = {CoRR},
volume = {abs/1710.10589},
year = {2017},
url = {http://arxiv.org/abs/1710.10589},
eprinttype = {arXiv},
eprint = {1710.10589},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-10589.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/Thevenot0FNLSP14,
author = {J{\'{e}}r{\^{o}}me Thevenot and
Jie Chen and
Mikko Finnil{\"{a}} and
Miika T. Nieminen and
Petri Lehenkari and
Simo Saarakkala and
Matti Pietik{\"{a}}inen},
editor = {Lourdes Agapito and
Michael M. Bronstein and
Carsten Rother},
title = {Local Binary Patterns to Evaluate Trabecular Bone Structure from Micro-CT
Data: Application to Studies of Human Osteoarthritis},
booktitle = {Computer Vision - {ECCV} 2014 Workshops - Zurich, Switzerland, September
6-7 and 12, 2014, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8926},
pages = {63--79},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-16181-5\_5},
doi = {10.1007/978-3-319-16181-5\_5},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/Thevenot0FNLSP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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