V. G. Vinod Vydiswaran

Computer Science · University of Michigan

Mid career · publishing since 2003

Topic Modeling Natural Language Processing Techniques Biomedical Text Mining and Ontologies Health Literacy and Information Accessibility Electronic Health Records Systems

Publications

113

Citations

1,653

Est. group size

~13

Recurring co-author estimate

Active years

Publishing since 2003

In context

Among 784 mid career Computer Science PIs within our index

Citations: 1,653cohort median 434

Publications / year (recent): 7.2cohort median 3.8

Typically publishes in teams of ~3 · 51% small-team papers (≤3 authors) · across 13 venues

Publication cadence

Publications per year over the last 10 years — averaging 7.2/year recently

Collaborators per year

Distinct co-authors at University of Michigan each year — a rough indication of whether the group around this researcher has been growing or contracting. An estimate from co-authorship, not a roster: collaborators are not necessarily lab members, and recent years can be under-counted while indexing catches up.

Recent publications

Correcting Performance Metrics Bias During Generalization from Biased Samples to Populations
Studies in health technology and informatics · 2025
Divide-or-Conquer? Which Part Should You Distill Your LLM?
2024
Divide-or-Conquer? Which Part Should You Distill Your LLM?
arXiv (Cornell University) · 2024
Dementia and electronic health record phenotypes: a scoping review of available phenotypes and opportunities for future research
Journal of the American Medical Informatics Association · 2023
Automatic Extraction of Medication Mentions from Tweets—Overview of the BioCreative VII Shared Task 3 Competition
Database · 2023
ChatGPT as an Attack Tool: Stealthy Textual Backdoor Attack via Blackbox Generative Model Trigger
arXiv (Cornell University) · 2023
Defending against Insertion-based Textual Backdoor Attacks via Attribution
2023
Defending against Insertion-based Textual Backdoor Attacks via Attribution
arXiv (Cornell University) · 2023
HiCL: Hierarchical Contrastive Learning of Unsupervised Sentence Embeddings
2023
Leveraging natural language processing to identify social determinants of health for patients with Alzheimer’s disease and related dementias from electronic medical records
Alzheimer s & Dementia · 2023
HiCL: Hierarchical Contrastive Learning of Unsupervised Sentence Embeddings
arXiv (Cornell University) · 2023
An Assessment of Mentions of Adverse Drug Events on Social Media With Natural Language Processing: Model Development and Analysis
JMIR Medical Informatics · 2022
Multicenter Validation of Natural Language Processing Algorithms for the Detection of Common Data Elements in Operative Notes for Total Hip Arthroplasty: Algorithm Development and Validation
JMIR Medical Informatics · 2022
Data Science and Natural Language Processing to Extract Information in Clinical Domain
2022
IDPG: An Instance-Dependent Prompt Generation Method
arXiv (Cornell University) · 2022

Publishes in

arXiv (Cornell University)×6
AMIA×4
Journal of the American Medical Informatics Association×3
BMC Medical Informatics and Decision Making×3
JMIR Formative Research×3

Similar researchers

By research-topic overlap

Li Zhang
Computer Science · University of Michigan
Arzucan Özgür
Computer Science · University of Michigan
Dinghao Pan
Computer Science · Purdue University West Lafayette
Qiaozhu Mei
Computer Science · University of Michigan
Xuan Wang
Computer Science · Indiana University

This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 25, 2026.

Claim or correct this profile