Joseph Paul Cohen
Stanford University
H-index: 30
North America-United States
Top articles of Joseph Paul Cohen
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
CheXagent: Towards a Foundation Model for Chest X-Ray Interpretation | arXiv preprint arXiv:2401.12208 | Zhihong Chen Maya Varma Jean-Benoit Delbrouck Magdalini Paschali Louis Blankemeier | 2024/1/22 |
Identifying Spurious Correlations using Counterfactual Alignment | arXiv preprint arXiv:2312.02186 | Joseph Paul Cohen Louis Blankemeier Akshay Chaudhari | 2023/12/1 |
Opportunistic detection of type 2 diabetes using deep learning from frontal chest radiographs | Nature communications | Ayis Pyrros Stephen M Borstelmann Ramana Mantravadi Zachary Zaiman Kaesha Thomas | 2023/7/7 |
The Effect of Counterfactuals on Reading Chest X-rays | arXiv preprint arXiv:2304.00487 | Joseph Paul Cohen Rupert Brooks Sovann En Evan Zucker Anuj Pareek | 2023/4/2 |
The promise of machine learning applications in solid organ transplantation | Neta Gotlieb Amirhossein Azhie Divya Sharma Ashley Spann Nan-Ji Suo | 2022/7/11 | |
TorchXRayVision: A library of chest X-ray datasets and models | Joseph Paul Cohen Joseph D Viviano Paul Bertin Paul Morrison Parsa Torabian | 2022/12/4 | |
Effect of an Artificial Intelligence Chest X-Ray Disease Prediction System on the Radiological Education of Medical Students: A Pilot Study | medRxiv | Lan Dao Sabrina Sofia Harmouch Anne Chin Tien Dao Zhe Thian | 2022/7/13 |
CheXstray: Real-time Multi-Modal Data Concordance for Drift Detection in Medical Imaging AI | arXiv preprint arXiv:2202.02833 | Arjun Soin Jameson Merkow Jin Long Joseph Paul Cohen Smitha Saligrama | 2022/2/6 |
Cortical intensity profiles sampled across BigBrain isocortex (v1.0) | Konrad Wagstyl Hannah Spitzer Karl Zilles Joseph Paul Cohen Yoshua Bengio | 2022 | |
Medical Image Segmentation Review: The Success of U-Net | arXiv preprint arXiv:2211.14830 | Reza Azad Ehsan Khodapanah Aghdam Amelie Rauland Yiwei Jia Atlas Haddadi Avval | 2022/11/27 |
Monoallelic Heb/Tcf12 deletion reduces the requirement for NOTCH1 hyperactivation in T-cell acute lymphoblastic leukemia | Frontiers in Immunology | Diogo FT Veiga Mathieu Tremblay Bastien Gerby Sabine Herblot André Haman | 2022/3/24 |
The effect of an artificial intelligence algorithm on chest X-ray interpretation of radiology residents | The British Journal of Radiology | Joseph Paul Cohen and Süleyman Sevinç Yeliz Pekçevik Dilek Orbatu Fatih Güngör Oktay Yıldırım Eminullah Yaşar | 2022/10/5 |
Problems in the deployment of machine-learned models in health care | Cmaj | Joseph Paul Cohen Tianshi Cao Joseph D Viviano Chin-Wei Huang Michael Fralick | 2021/9/7 |
Benefits of Linear Conditioning for Segmentation using Metadata | Andreanne Lemay Charley Gros Olivier Vincent Yaou Liu Joseph Paul Cohen | 2021/8/25 | |
Multi-Domain Balanced Sampling Improves Out-of-Distribution Generalization of Chest X-ray Pathology Prediction Models | arXiv preprint arXiv:2112.13734 | Enoch Tetteh Joseph Viviano Yoshua Bengio David Krueger Joseph Paul Cohen | 2021/12/27 |
Implementing machine learning in medicine | Cmaj | Amol A Verma Joshua Murray Russell Greiner Joseph Paul Cohen Kaveh G Shojania | 2021/8/30 |
Mise en œuvre de l’apprentissage machine en santé | CMAJ | Amol A Verma Joshua Murray Russell Greiner Joseph Paul Cohen Kaveh G Shojania | 2021/11/8 |
Gifsplanation via Latent Shift: A Simple Autoencoder Approach to Counterfactual Generation for Chest X-rays | Joseph Paul Cohen Rupert Brooks Sovann En Evan Zucker Anuj Pareek | 2021/8/25 | |
Problèmes associés au déploiement des modèles fondés sur l’apprentissage machine en santé | CMAJ: Canadian Medical Association Journal | Joseph Paul Cohen Tianshi Cao Joseph D Viviano Chin-Wei Huang Michael Fralick | 2021/11/8 |
Exploring the Wasserstein metric for time-to-event analysis | Tristan Sylvain Margaux Luck Joseph Cohen Heloise Cardinal Andrea Lodi | 2021/5/11 |
Co-Authors
