Joseph Paul Cohen
Joseph Paul Cohen
Other namesJoseph Cohen
Amazon, AIMI (Stanford University), Mila (Quebec AI Institute)
Verified email at - Homepage
Cited by
Cited by
COVID-19 Image Data Collection
JP Cohen, P Morrison, L Dao
arXiv:2003.11597, 2020
COVID-19 Image Data Collection: Prospective Predictions are the Future
JP Cohen, P Morrison, L Dao, K Roth, TQ Duong, M Ghassemi
Journal of Machine Learning for Biomedical Imaging (MELBA), 2020
Deep Semantic Segmentation of Natural and Medical Images: A Review
SA Taghanaki, K Abhishek, JP Cohen, J Cohen-Adad, G Hamarneh
Artificial Intelligence Review, 2019
Distribution Matching Losses Can Hallucinate Features in Medical Image Translation
JP Cohen, M Luck, S Honari
Medical Image Computing & Computer Assisted Intervention (MICCAI), 2018
Predicting COVID-19 Pneumonia Severity on Chest X-ray with Deep Learning
JP Cohen, L Dao, P Morrison, K Roth, Y Bengio, B Shen, A Abbasi, ...
arXiv:2005.11856, 2020
Revisiting Training Strategies and Generalization Performance in Deep Metric Learning
K Roth, T Milbich, S Sinha, P Gupta, B Ommer, JP Cohen
International Conference on Machine Learning (ICML), 2020
Count-ception: Counting by Fully Convolutional Redundant Counting
JP Cohen, G Boucher, CA Glastonbury, HZ Lo, Y Bengio
International Conference on Computer Vision (ICCV) Bioimage Computing (BIC), 2017
Challenge Based Learning in Cybersecurity Education
RS Cheung, JP Cohen, HZ Lo, F Elia
International Conference on Security & Management (SAM), 2011
On the limits of cross-domain generalization in automated X-ray prediction
JP Cohen, M Hashir, R Brooks, H Bertrand
Medical Imaging with Deep Learning (MIDL), 2020
BigBrain 3D atlas of cortical layers: cortical and laminar thickness gradients diverge in sensory and motor cortices
K Wagstyl, S Larocque, G Cucurull, C Lepage, JP Cohen, S Bludau, ...
PLOS Biology, 2020
Medical Image Segmentation Review: The Success of U-Net
R Azad, EK Aghdam, A Rauland, Y Jia, AH Avval, A Bozorgpour, ...
arXiv:2211.14830, 2022
TorchXRayVision: A library of chest X-ray datasets and models
JP Cohen, J Viviano, P Morrison, R Brooks, M Hashir, H Bertrand
Medical Imaging with Deep Learning (MIDL), arXiv:2111.00595, 2022
Uniformizing Techniques to Process CT scans with 3D CNNs for Tuberculosis Prediction
H Zunair, A Rahman, N Mohammed, JP Cohen
MICCAI PRedictive Intelligence In MEdicine (PRIME), 2020
Torchmeta: A Meta-Learning library for PyTorch
T Deleu, T Würfl, M Samiei, JP Cohen, Y Bengio
arXiv preprint arXiv:1909.06576, 2019
Implementing machine learning in medicine
AA Verma, J Murray, R Greiner, JP Cohen, KG Shojania, M Ghassemi, ...
Canadian Medical Association Journal, 2021
Chester: A Web Delivered Locally Computed Chest X-Ray Disease Prediction System
JP Cohen, P Bertin, V Frappier
arXiv preprint arXiv:1901.11210, 2019
A Benchmark of Medical Out of Distribution Detection
T Cao, C Huang, DYT Hui, JP Cohen
Uncertainty & Robustness in Deep Learning Workshop at ICML, 2020
Adversarial Domain Adaptation for Stable Brain-Machine Interfaces
A Farshchian, JA Gallego, JP Cohen, Y Bengio, LE Miller, SA Solla
International Conference on Learning Representations 2019, 2018
Effectiveness of Cybersecurity Competitions
RS Cheung, JP Cohen, HZ Lo, F Elia, V Carrillo-Marquez
Proceedings of the International Conference on Security and Management (SAM), 1, 2012
DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning
T Milbich, K Roth, H Bharadhwaj, S Sinha, Y Bengio, B Ommer, JP Cohen
European Conference on Computer Vision (ECCV), 2020
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