Valentina Salvatelli | Harshita Sharma

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

Mon, 11 Mar 2024 00:00:00 +0000

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

Fri, 19 Jan 2024 00:00:00 +0000

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}
}

RadEdit: stress-testing biomedical vision models via diffusion image editing

Wed, 20 Dec 2023 00:00:00 +0000

BibTex

@misc{pérezgarcía2024radedit,
title={RadEdit: stress-testing biomedical vision models via diffusion image editing},
author={Fernando Pérez-García and Sam Bond-Taylor and Pedro P. Sanchez and Boris van Breugel and Daniel C. Castro and Harshita Sharma and Valentina Salvatelli and Maria T. A. Wetscherek and Hannah Richardson and Matthew P. Lungren and Aditya Nori and Javier Alvarez-Valle and Ozan Oktay and Maximilian Ilse},
year={2024},
eprint={2312.12865},
archivePrefix={arXiv},
primaryClass={cs.CV}
}