Weipeng Zhou, Timothy Miller. 2024. Generalizable clinical note section identification with large language models, JAMIA Open, Volume 7, Issue 3, October 2024, ooae075, https://doi.org/10.1093/jamiaopen/ooae075 (Details)

Andrew J McMurry, Daniel I Gottlieb, Timothy A Miller, James R Jones, Ashish Atreja, Jennifer Crago, Pankaja M Desai, Brian E Dixon, Matthew Garber, Vladimir Ignatov, Lyndsey A Kirchner, Philip R O Payne, Anil J Saldanha, Prabhu R V Shankar, Yauheni V Solad, Elizabeth A Sprouse, Michael Terry, Adam B Wilcox, Kenneth D Mandl, Cumulus: a federated electronic health record-based learning system powered by Fast Healthcare Interoperability Resources and artificial intelligence, Journal of the American Medical Informatics Association, Volume 31, Issue 8, August 2024, Pages 1638–1647, https://doi.org/10.1093/jamia/ocae130 (Details)

Chen, S., Guevara, M., Moningi, S., Hoebers, F., Elhalawani, H., Kann, B.H., Chipidza, F.E., Leeman, J., Aerts, H.J., Miller, T. and Savova, G.K., 2024. The effect of using a large language model to respond to patient messages. The Lancet Digital Health, 6(6), pp.e379-e381. (Details)

Jifan Gao, Guanhua Chen, Ann P O’Rourke, John Caskey, Kyle A Carey, Madeline Oguss, Anne Stey, Dmitriy Dligach, Timothy Miller, Anoop Mayampurath, Matthew M Churpek, Majid Afshar, Automated stratification of trauma injury severity across multiple body regions using multi-modal, multi-class machine learning models, Journal of the American Medical Informatics Association, Volume 31, Issue 6, June 2024, Pages 1291–1302, https://doi.org/10.1093/jamia/ocae071 (Details)

Susmitha Wunnava, David A. Harris, Florence T. Bourgeois, and Timothy A. Miller. 2024. Development of a Benchmark Corpus for Medical Device Adverse Event Detection. In Proceedings of the First Workshop on Patient-Oriented Language Processing (CL4Health) @ LREC-COLING 2024, pages 240–245, Torino, Italia. ELRA and ICCL. (Details)