large-scale datasets

Enabling large-scale screening of Barrett’s esophagus using weakly supervised deep learning in histopathology

BibTex @article{bouzid2024enabling, title={Enabling large-scale screening of Barrett’s esophagus using weakly supervised deep learning in histopathology}, author={Bouzid, Kenza and Sharma, Harshita and Killcoyne, Sarah and Castro, Daniel C and Schwaighofer, Anton and Ilse, Max and Salvatelli, Valentina and Oktay, Ozan and Murthy, Sumanth and Bordeaux, Lucas and others}, journal={Nature Communications}, volume={15}, number={1}, pages={2026}, year={2024}, publisher={Nature Publishing Group UK London} }

RAD-DINO: Exploring Scalable Medical Image Encoders Beyond Text Supervision

BibTex @misc{pérezgarcía2024raddino, title={RAD-DINO: Exploring Scalable Medical Image Encoders Beyond Text Supervision}, author={Fernando Pérez-García and Harshita Sharma and Sam Bond-Taylor and Kenza Bouzid and Valentina Salvatelli and Maximilian Ilse and Shruthi Bannur and Daniel C. Castro and Anton Schwaighofer and Matthew P. Lungren and Maria Wetscherek and Noel Codella and Stephanie L. Hyland and Javier Alvarez-Valle and Ozan Oktay}, year={2024}, eprint={2401.10815}, archivePrefix={arXiv}, primaryClass={cs.CV} }