Associate Professor of Learning Health Sciences
Associate Professor of Information
[email protected]
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 Membere-Health and Artificial Intelligence Initiative
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Center MemberInstitute for Healthcare Policy and Innovation
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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