BibTeX @inproceedings{wald2026comprehensive, title={Comprehensive Language-Image Pre-training for 3D Medical Image Understanding}, author={Wald, Tassilo and Hamamci, Ibrahim Ethem and Gao, Yuan and Bond-Taylor, Sam and Sharma, Harshita and Ilse, Maximilian and Lo, Cynthia and Melnichenko, Olesya and Schwaighofer, Anton and Codella, Noel C. F. and Wetscherek, Maria Teodora and Maier-Hein, Klaus H. and Korfiatis, Panagiotis and Salvatelli, Valentina and Alvarez-Valle, Javier and P{\'e}rez-Garc{\'i}a, Fernando}, booktitle={Computer Vision -- ECCV 2026}, year={2026}, doi={10.1007/978-3-032-37624-4_24}, url={https://link.springer.com/chapter/10.1007/978-3-032-37624-4_24} }
BibTeX @article{ilse2025data, title={Data Scaling Laws for Radiology Foundation Models}, author={Ilse, Maximilian and Sharma, Harshita and Schwaighofer, Anton and Bond-Taylor, Sam and P{\'e}rez-Garc{\'i}a, Fernando and Melnichenko, Olesya and Sykes, Anne-Marie G. and Horst, Kelly K. and Khandelwal, Ashish and Reynolds, Maxwell and Wetscherek, Maria T. and Codella, Noel C. F. and Alvarez-Valle, Javier and Panagiotis, Korfiatis and Salvatelli, Valentina}, journal={arXiv preprint arXiv:2509.12818}, year={2025}, doi={10.48550/arXiv.2509.12818}, url={https://arxiv.org/abs/2509.12818} }
BibTeX @article{thieme2025challenges, title={Challenges for Responsible AI Design and Workflow Integration in Healthcare: A Case Study of Automatic Feeding Tube Qualification in Radiology}, author={Thieme, Anja and Rajamohan, Abhijith and Cooper, Benjamin and Groombridge, Heather and Simister, Robert and Wong, Barney and Woznitza, Nicholas and Pinnock, Mark A. and Wetscherek, Maria T. and Morrison, Cecily and Richardson, Hannah and P{\'e}rez-Garc{\'i}a, Fernando and Hyland, Stephanie L. and Bannur, Shruthi and Castro, Daniel C. and Bouzid, Kenza and Schwaighofer, Anton and Ranjit, Mercy P.
BibTeX @article{perezgarcia2025exploring, title={Exploring scalable medical image encoders beyond text supervision}, author={P{\'e}rez-Garc{\'i}a, Fernando and Sharma, Harshita and Bond-Taylor, Sam and Bouzid, Kenza and Salvatelli, Valentina and Ilse, Maximilian and Bannur, Shruthi and Castro, Daniel C. and Schwaighofer, Anton and Lungren, Matthew P. and Wetscherek, Maria Teodora and Codella, Noel and Hyland, Stephanie L. and Alvarez-Valle, Javier and Oktay, Ozan}, journal={Nature Machine Intelligence}, volume={7}, number={1}, pages={119--130}, year={2025}, doi={10.1038/s42256-024-00965-w}, url={https://www.nature.com/articles/s42256-024-00965-w} }
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} }
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} }
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} }
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.
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} }
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} }