Weipeng Zhou, Majid Afshar, Dmitriy Dligach, Yanjun Gao, and Timothy Miller. 2023. Improving the Transferability of Clinical Note Section Classification Models with BERT and Large Language Model Ensembles. In Proceedings of the 5th Clinical Natural Language Processing Workshop, pages 125–130, Toronto, Canada. Association for Computational Linguistics. (Details)

Lijing Wang, Yingya Li, Timothy Miller, Steven Bethard, and Guergana Savova. 2023. Two-Stage Fine-Tuning for Improved Bias and Variance for Large Pretrained Language Models. In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 15746–15761, Toronto, Canada. Association for Computational Linguistics. (Details)

Timothy Miller, Steven Bethard, Dmitriy Dligach, and Guergana Savova. 2023. End-to-end clinical temporal information extraction with multi-head attention. In The 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, pages 313–319, Toronto, Canada. Association for Computational Linguistics. (Details)

Vipina K. Keloth, Juan M. Banda, Michael Gurley, Paul M. Heider, Georgina Kennedy, Hongfang Liu, Feifan Liu, Timothy Miller, Karthik Natarajan, Olga V Patterson, Yifan Peng, Kalpana Raja, Ruth M. Reeves, Masoud Rouhizadeh, Jianlin Shi, Xiaoyan Wang, Yanshan Wang, Wei-Qi Wei, Andrew E. Williams, Rui Zhang, Rimma Belenkaya, Christian Reich, Clair Blacketer, Patrick Ryan, George Hripcsak, Noémie Elhadad, Hua Xu, Representing and utilizing clinical textual data for real world studies: An OHDSI approach, Journal of Biomedical Informatics, Volume 142, 2023 (Details)

Natural Language Processing Methods to Empirically Explore Social Contexts and Needs in Cancer Patient Notes. Abigail Derton, Marco Guevara, Shan Chen, Shalini Moningi, David E. Kozono, Dianbo Liu, Timothy A. Miller, Guergana K. Savova, Raymond H. Mak, and Danielle S. Bitterman. JCO Clinical Cancer Informatics 2023 :7 (Details)