Research output per year
Research output per year
Personal profile
Research interests
Dr. Lai specializes in the development of research informatics infrastructure and is well recognized in the fields of clinical research informatics and consumer health informatics. A Chief Research Information Officer, he oversees the Informatics Services Core. His recent research has focused on the application of natural language processing, temporal reasoning and information fusion to generate a longitudinal computable phenotype to support clinical trial prescreening. In addition, he has expertise in telemedicine, mobile health, and usability of clinical systems.
Available to Mentor:
- PhD/MSTP Students
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Collaborations and top research areas from the last five years
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Document-level Clinical Entity and Relation Extraction via Knowledge Base-Guided Generation
Bhattarai, K., Oh, I. Y., Abrams, Z. B. & Lai, A. M., 2024, BioNLP 2024 - 23rd Meeting of the ACL Special Interest Group on Biomedical Natural Language Processing, Proceedings of the Workshop and Shared Tasks. Demner-Fushman, D., Ananiadou, S., Miwa, M., Roberts, K. & Tsujii, J. (eds.). Association for Computational Linguistics (ACL), p. 318-327 10 p. (BioNLP 2024 - 23rd Meeting of the ACL Special Interest Group on Biomedical Natural Language Processing, Proceedings of the Workshop and Shared Tasks).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Leveraging GPT-4 for identifying cancer phenotypes in electronic health records: A performance comparison between GPT-4, GPT-3.5-turbo, Flan-T5, Llama-3-8B, and spaCy's rule-based and machine learning-based methods
Bhattarai, K., Oh, I. Y., Sierra, J. M., Tang, J., Payne, P. R. O., Abrams, Z. & Lai, A. M., Oct 1 2024, In: JAMIA Open. 7, 3, ooae060.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Will artificial intelligence widen the therapeutic gap between children and adults?
Nagy, M., Sisk, B., Lai, A. & Kodish, E., Mar 2024, In: Pediatric Investigation. 8, 1, p. 1-6 6 p.Research output: Contribution to journal › Comment/debate
Open Access2 Scopus citations -
Association Between Socioeconomic Factors, Race, and Use of a Specialty Memory Clinic
Lewis, A., Gupta, A., Oh, I., Schindler, S. E., Ghoshal, N., Abrams, Z., Foraker, R., Snider, B. J., Morris, J. C., Balls-Berry, J., Gupta, M., Payne, P. R. O. & Lai, A. M., Oct 3 2023, In: Neurology. 101, 14, p. E1424-E1433Research output: Contribution to journal › Article › peer-review
Open Access12 Scopus citations -
Electronic health record data quality assessment and tools: a systematic review
Lewis, A. E., Weiskopf, N., Abrams, Z. B., Foraker, R., Lai, A. M., Payne, P. R. O. & Gupta, A., Oct 2023, In: Journal of the American Medical Informatics Association. 30, 10, p. 1730-1740 11 p.Research output: Contribution to journal › Review article › peer-review
Open Access27 Scopus citations