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Multimodal healthcare AI: identifying and designing clinically relevant vision-language applications for radiology

BibTex @inproceedings{yildirim2024multimodal, title={Multimodal healthcare AI: identifying and designing clinically relevant vision-language applications for radiology}, author={Yildirim, Nur and Richardson, Hannah and Wetscherek, Maria Teodora and Bajwa, Junaid and Jacob, Joseph and Pinnock, Mark Ames and Harris, Stephen and Coelho De Castro, Daniel and Bannur, Shruthi and Hyland, Stephanie and others}, booktitle={Proceedings of the CHI Conference on Human Factors in Computing Systems}, pages={1--22}, year={2024} }

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} }

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

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} }

Exploring the Boundaries of GPT-4 in Radiology

BibTex @inproceedings{liu-etal-2023-exploring-boundaries, title = "Exploring the Boundaries of {GPT}-4 in Radiology", author = "Liu, Qianchu and Hyland, Stephanie and Bannur, Shruthi and Bouzid, Kenza and Castro, Daniel and Wetscherek, Maria and Tinn, Robert and Sharma, Harshita and P{\'e}rez-Garc{\'\i}a, Fernando and Schwaighofer, Anton and Rajpurkar, Pranav and Khanna, Sameer and Poon, Hoifung and Usuyama, Naoto and Thieme, Anja and Nori, Aditya and Lungren, Matthew and Oktay, Ozan and Alvarez-Valle, Javier", editor = "Bouamor, Houda and Pino, Juan and Bali, Kalika", booktitle = "Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing", month = dec, year = "2023", address = "Singapore", publisher = "Association for Computational Linguistics", url = "https://aclanthology.

Learning to exploit temporal structure for biomedical vision-language processing

BibTex @InProceedings{Bannur_2023_CVPR, author = {Bannur, Shruthi and Hyland, Stephanie and Liu, Qianchu and P\'erez-Garc{\'\i}a, Fernando and Ilse, Maximilian and Castro, Daniel C. and Boecking, Benedikt and Sharma, Harshita and Bouzid, Kenza and Thieme, Anja and Schwaighofer, Anton and Wetscherek, Maria and Lungren, Matthew P. and Nori, Aditya and Alvarez-Valle, Javier and Oktay, Ozan}, title = {Learning To Exploit Temporal Structure for Biomedical Vision-Language Processing}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, month = {June}, year = {2023}, pages = {15016-15027} }

MS-CXR-T: Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing

BibTex @article{bannurms, title={MS-CXR-T: Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing}, author={Bannur, Shruthi and Hyland, Stephanie and Liu, Qianchu and P{\'e}rez-Garc{\'\i}a, Fernando and Ilse, Max and de Castro, Daniel Coelho and Boecking, Benedikt and Sharma, Harshita and Bouzid, Kenza and Schwaighofer, Anton and others} }