Selected Publications

• David Oniani, Jordan Hilsman, Hang Dong, Fengyi Gao, Shiven Verma, Yanshan Wang. Large Language Models Vote: Prompting for Rare Disease Identification. arXiv preprint arXiv:2308.12890. 2023.

• David Oniani, Jordan Hilsman, Yifan Peng, COL (Ret.) Ronald K. Poropatich, COL Jeremy C. Pamplin, LTC Gary L. Legault, Yanshan Wang. From Military to Healthcare: Adopting and Expanding Ethical Principles for Generative Artificial Intelligence. arXiv preprint arXiv:2308.02448. 2023.

• Sonish Sivarajkumar, Yufei Huang, and Yanshan Wang. Fair Patient Model: Mitigating Bias in the Patient Representation Learned from the Electronic Health Records. arXiv preprint arXiv:2306.03179. 2023..

• David Oniani, Chandrasekar P, Sivarajkumar S, Yanshan Wang. Few-Shot Learning for Clinical Natural Language Processing Using Siamese Neural Networks: Algorithm Development and Validation Study. JMIR AI 2023.

• David Oniani, Bambang Parmanto, Andi Saptono, Allyn Bove, Janet K. Freburger, Shyam Visweswaran, Nickie Cappella, Brian McLay, Jonathan Silverstein, Michael Becich, Shyam Visweswaran, Anthony Delitto, Beth Skidmore, Yanshan Wang. ReDWINE: A Clinical Datamart with Text Analytical Capabilities to Facilitate Rehabilitation Research. International Journal of Medical Informatics. 2023.

• David Oniani, Sreekanth Sreekumar, Renuk DeAlmeida, Dinuk DeAlmeida, Vivian Hui, Young Ji Lee, Yiye Zhang, Leming Zhou, Yanshan Wang. Towards Improving Health Literacy in Patient Education Materials with Neural Machine Translation Models. AMIA Informatics Summit. 2023.

• Sonish Sivarajkumar, Haneef Ahamed Mohammad, David Oniani, Kirk Roberts, William Hersh, Hongfang Liu, Daqing He, Shyam Visweswaran, and Yanshan Wang. "Clinical Information Retrieval: A literature review." JHIR. Under review. 2023.

• Stephen W. Shaffran, Fengyi Gao, Parker E. Denny, Bayan M. Aldhahwani, Allyn Bove, Shyam Visweswaran, and Yanshan Wang. "Extracting Physical Rehabilitation Exercise Information from Clinical Notes: a Comparison of Rule-Based and Machine Learning Natural Language Processing Techniques." arXiv preprint arXiv:2303.13466. 2023.

• Hunter Osterhoudt, Courtney E. Schneider, Haneef A. Mohammad, Minmei Shih, Alexandra E. Harper, Leming Zhou, Elizabeth R. Skidmore, Yanshan Wang. Automated Fidelity Assessment for Strategy Training in Inpatient Rehabilitation using Natural Language Processing. AMIA Informatics Summit. 2023.

• Sonish Sivarajkumar, Yanshan Wang. HealthPrompt: A Zero-shot Learning Paradigm for Clinical Natural Language Processing. AMIA 2022 Annual Symposium. 2022. [Best Student Paper Finalist]