Olesya Melnichenko | Harshita Sharma

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

Thu, 17 Sep 2026 00:00:00 +0000

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}
}

Closing the Performance Gap Between AI and Radiologists in Chest X-Ray Reporting

Fri, 21 Nov 2025 00:00:00 +0000

BibTeX

@article{sharma2025closing,
title={Closing the Performance Gap Between AI and Radiologists in Chest X-Ray Reporting},
author={Sharma, Harshita and Reynolds, Maxwell C. and Salvatelli, Valentina and Sykes, Anne-Marie G. and Horst, Kelly K. and Schwaighofer, Anton and Ilse, Maximilian and Melnichenko, Olesya and Bond-Taylor, Sam and P{\'e}rez-Garc{\'i}a, Fernando and Mugu, Vamshi K. and Chan, Alex and Colak, Ceylan and Swartz, Shelby A. and Nashawaty, Motassem B. and Gonzalez, Austin J. and Ouellette, Heather A. and Erdal, Selnur B. and Schueler, Beth A. and Wetscherek, Maria T. and Codella, Noel and Jain, Mohit and Bannur, Shruthi and Bouzid, Kenza and Castro, Daniel C. and Hyland, Stephanie and Korfiatis, Panos and Khandelwal, Ashish and Alvarez-Valle, Javier},
journal={arXiv preprint arXiv:2511.21735},
year={2025},
url={https://arxiv.org/abs/2511.21735}
}

Data Scaling Laws for Radiology Foundation Models

Tue, 16 Sep 2025 00:00:00 +0000

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}
}