BibTeX @article{moon2026lunguage, title={Lunguage: A Benchmark for Structured and Sequential Chest X-ray Interpretation}, author={Moon, Jong Hak and Choi, Geon and Rabaey, Paloma and Kim, Min Gwan and Lee, Jung-Oh and Hong, Hyuk Gi and Doe, Eun Woo and Yoon, Hangyul and Kim, Jiyoun and Sharma, Harshita and Castro, Daniel C. and Alvarez-Valle, Javier and Choi, Edward}, journal={arXiv preprint arXiv:2505.21190}, year={2026}, url={https://arxiv.org/abs/2505.21190} }
BibTeX @article{bedi2026medhelm, title={Holistic evaluation of large language models for medical tasks with MedHELM}, author={Bedi, Suhana and Cui, Hejie and Fuentes, Miguel and Unell, Alyssa and Wornow, Michael and Banda, Juan M. and Kotecha, Nikesh and Keyes, Timothy and Mai, Yifan and Oez, Mert and Qiu, Hao and Jain, Shrey and Schettini, Leonardo and Kashyap, Mehr and Fries, Jason Alan and Swaminathan, Akshay and Chung, Philip and Nateghi Haredasht, Fateme and Lopez, Ivan and Aali, Asad and Tse, Gabriel and Nayak, Ashwin and Vedak, Shivam and Jain, Sneha S.
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.
BibTeX @InProceedings{pmlr-v259-sharma25a, title = {MAIRA-Seg: Enhancing Radiology Report Generation with Segmentation-Aware Multimodal Large Language Models}, author = {Sharma, Harshita and Salvatelli, Valentina and Srivastav, Shaury and Bouzid, Kenza and Bannur, Shruthi and Castro, Daniel C. and Ilse, Maximilian and Bond-Taylor, Sam and Prasanna Ranjit, Mercy and Falck, Fabian and P{\'{e}}rez-Garc{\'{i}}a, Fernando and Schwaighofer, Anton and Richardson, Hannah and Wetscherek, Maria and Hyland, Stephanie and Alvarez-Valle, Javier}, booktitle = {Proceedings of the 4th Machine Learning for Health Symposium}, pages = {941--960}, year = {2025}, editor = {Hegselmann, Stefan and Zhou, Helen and Healey, Elizabeth and Chang, Trenton and Ellington, Caleb and Mhasawade, Vishwali and Tonekaboni, Sana and Argaw, Peniel and Zhang, Haoran}, volume = {259}, series = {Proceedings of Machine Learning Research}, month = {15--16 Dec}, publisher = {PMLR}, url = {https://proceedings.
BibTeX @inproceedings{srivastav-etal-2024-maira, title = "{MAIRA} at {RRG}24: A specialised large multimodal model for radiology report generation", author = "Srivastav, Shaury and Ranjit, Mercy and P{\'e}rez-Garc{\'i}a, Fernando and Bouzid, Kenza and Bannur, Shruthi and Castro, Daniel C. and Schwaighofer, Anton and Sharma, Harshita and Ilse, Maximilian and Salvatelli, Valentina and Bond-Taylor, Sam and Falck, Fabian and Thieme, Anja and Richardson, Hannah and Lungren, Matthew P. and Hyland, Stephanie L. and Alvarez-Valle, Javier", booktitle = "Proceedings of the 23rd Workshop on Biomedical Natural Language Processing", month = aug, year = "2024", address = "Bangkok, Thailand", publisher = "Association for Computational Linguistics", url = "https://aclanthology.
BibTeX @article{bannur2024maira2, title={MAIRA-2: Grounded Radiology Report Generation}, author={Bannur, Shruthi and Bouzid, Kenza and Castro, Daniel C. and Schwaighofer, Anton and Thieme, Anja and Bond-Taylor, Sam and Ilse, Maximilian and P{\'e}rez-Garc{\'i}a, Fernando and Salvatelli, Valentina and Sharma, Harshita and Meissen, Felix and Ranjit, Mercy and Srivastav, Shaury and Gong, Julia and Codella, Noel C. F. and Falck, Fabian and Oktay, Ozan and Lungren, Matthew P. and Wetscherek, Maria Teodora and Alvarez-Valle, Javier and Hyland, Stephanie L.