foundation models

Comprehensive Language-Image Pre-training for 3D Medical Image Understanding

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} }

Data Scaling Laws for Radiology Foundation Models

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} }