Research Topics
I and my group have developed approaches to prediction of the course of disease, extraction of key information from text, document summarization, question answering and multi-modal information retrieval.
Selected Publications
- Demner-Fushman D, Mrabet Y, Ben Abacha A. Consumer health information and question answering: helping consumers find answers to their health-related information needs. J Am Med Inform Assoc. 2020;27(2):194-201.
- Demner-Fushman D, Chapman WW, McDonald CJ. What can natural language processing do for clinical decision support? J Biomed Inform. 2009;42(5):760-72.
- Goodwin TR, Demner-Fushman D, Lo K, Wang LL, Dang HT, Soboroff IM. Automatic question answering for multiple stakeholders, the epidemic question answering dataset. Sci Data. 2022;9(1):432.
- Roberts K, Alam T, Bedrick S, Demner-Fushman D, Lo K, Soboroff I, Voorhees E, Wang LL, Hersh WR. Searching for scientific evidence in a pandemic: An overview of TREC-COVID. J Biomed Inform. 2021;121:103865.
- Demner-Fushman D, Elhadad N. Aspiring to Unintended Consequences of Natural Language Processing: A Review of Recent Developments in Clinical and Consumer-Generated Text Processing. Yearb Med Inform. 2016;(1):224-233.
Related Scientific Focus Areas
This page was last updated on Thursday, December 15, 2022