Associate Professor of Learning Health Sciences
Associate Professor of Information
vgvinodv@umich.edu
Available to mentor
VG Vinod V Vydiswaran
Associate Professor
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Center MemberCenter for Computational Medicine and Bioinformatics
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Center MemberPrecision Health Initiative
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Center MemberInstitute for Healthcare Policy and Innovation
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Center Membere-Health and Artificial Intelligence Initiative
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Mahmoudi E, Wu W, Najarian C, Aikens J, Bynum J, Vydiswaran V. Innovation in Aging, 2022 Dec 20; 6 (Supplement_1): 449 - 450.Proceeding / Abstract / PosterLEVERAGING NATURAL LANGUAGE PROCESSING TO IDENTIFY CAREGIVER AVAILABILITY FOR PATIENTS WITH ALZHEIMER'S DISEASE
DOI:10.1093/geroni/igac059.1756 -
Veinot TC, Clarke PJ, Romero DM, Buis LR, Dillahunt TR, Vydiswaran VVG, Beals A, Brown L, Richards O, Williamson A, Antonio MG. Yearb Med Inform, 2022 Aug; 31 (1): 307 - 316.Journal ArticleEquitable Research PRAXIS: A Framework for Health Informatics Methods.
DOI:10.1055/s-0042-1742542 PMID: 36463889 -
Han P, Fu S, Kolis J, Hughes R, Hallstrom BR, Carvour M, Maradit-Kremers H, Sohn S, Vydiswaran VGV. JMIR Med Inform, 2022 Aug 31; 10 (8): e38155Journal ArticleMulticenter Validation of Natural Language Processing Algorithms for the Detection of Common Data Elements in Operative Notes for Total Hip Arthroplasty: Algorithm Development and Validation.
DOI:10.2196/38155 PMID: 36044253 -
Mahmoudi E, Wu W, Najarian C, Aikens J, Bynum J, Vydiswaran VV. JMIR Preprints,PreprintUsing Medical Notes to Identify Caregiver Availability: Application of Natural Language Processing in Medicine (Preprint)
DOI:10.2196/preprints.40241 -
Yu D, Vydiswaran VV. JMIR Preprints,PreprintAssessment of Mentions of Adverse Drug Events in Social Media Through Natural Language Processing (Preprint)
DOI:10.2196/preprints.38140 -
Stidham RW, Yu D, Zhao X, Bishu S, Rice M, Bourque C, Vydiswaran VVG. Inflamm Bowel Dis, 2023 Apr 3; 29 (4): 503 - 510.Journal ArticleIdentifying the Presence, Activity, and Status of Extraintestinal Manifestations of Inflammatory Bowel Disease Using Natural Language Processing of Clinical Notes.
DOI:10.1093/ibd/izac109 PMID: 35657296 -
2022 Jan 1;PresentationA half-day didactic and hands-on tutorial, titled "Data science and natural language processing to extract information from clinical narratives"
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Han P, Yu D, Vydiswaran VGV. Proceedings of the BioCreative VII workshop, 2021 Nov 4; 2021: 1 - 3.Journal ArticleMedication mention extraction in tweets using DistilBERT with bootstrapping
Department News
The Department of Learning Health Sciences and the Health Infrastructures and Learning Systems (HILS) team congratulates HILS Ph.D. student, Dalton Simancek, MSI for his recent presentation at the 2024 Workshop on Computational Approaches to Language Data Pseudonymization(link is external) (CALD-pseudo 2024) in St Julian’s, Malta.
Department News
The Department of Learning Health Sciences (DLHS) at the University of Michigan Medical School received a $5 million, five-year grant to apply innovative methods to improve health, healthcare, and health equity.