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Vipina K. Keloth

The University of Texas Health Science Center at Houston · US
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Area of research
Molecular Biology · Artificial Intelligence
Research interest
Research focused on Ontology and Unified Medical Language System, with related work in Terminology, Information retrieval, Workflow. Notable publications include 'A review of auditing techniques for the Unified Medical Language System', 'Representing and utilizing clinical textual data for real world studies: An OHDSI approach', and 'Improving Large Language Models’ Summarization Accuracy by Adding Highlights to Discharge Notes: Comparative Evaluation'.
h-index
citations
31
works
2
NIH funding
primary concept
email

Recent publications

Improving Large Language Models’ Summarization Accuracy by Adding Highlights to Discharge Notes: Comparative Evaluation
JMIR Medical Informatics 2025cited by 9position: middledoi
Ontology enrichment using a large language model: Applying lexical, semantic, and knowledge network-based similarity for concept placement
Journal of Biomedical Informatics 2025cited by 5position: middledoi
Representing and utilizing clinical textual data for real world studies: An OHDSI approach
Journal of Biomedical Informatics 2023cited by 15position: firstdoi
A review of auditing techniques for the Unified Medical Language System
Journal of the American Medical Informatics Association 2020cited by 16position: middledoi
Alternative classification of identical concepts in different terminologies: Different ways to view the world
Journal of Biomedical Informatics 2019cited by 5position: firstdoi
Extended Analysis of Topological-Pattern-Based Ontology Enrichment
2018cited by 7position: middledoi
Leveraging Horizontal Density Differences between Ontologies to Identify Missing Child Concepts: A Proof of Concept.
PubMed 2018cited by 6position: first

Grants

No grants ingested yet.

Frequent collaborators

Zhe He · South China Agricultural University6 papers (2018–2025)James Geller · Florida State University4 papers (2018–2025)Gai Elhanan · University of Pittsburgh2 papers (2019–2025) · 2 papers (2020–2025)Karthik Natarajan · NewYork–Presbyterian Hospital1 papers (2023–2023)Hua Xu · Tohoku University1 papers (2023–2023)James J. Cimino · University of Alabama at Birmingham1 papers (2020–2020)Yan Chen · The First Affiliated Hospital, Sun Yat-sen University1 papers (2018–2018)Yan Chen · Shandong University1 papers (2018–2018)Xiaoyan Wang · University of Illinois Urbana-Champaign1 papers (2023–2023)Rui Zhang · Pennsylvania State University1 papers (2023–2023)Hao Liu · Indiana University – Purdue University Indianapolis1 papers (2025–2025) · 1 papers (2020–2020)Hongfang Liu · Kleijnen Systematic Reviews (United Kingdom)1 papers (2023–2023)Jianlin Shi · University of Utah1 papers (2023–2023)Andrew E. Williams · Tufts Medical Center1 papers (2023–2023)Xinxin Zhu · Zhejiang University1 papers (2020–2020) · 1 papers (2020–2020) · 1 papers (2025–2025) · 1 papers (2023–2023)
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