Detecting, Reporting And Alleviating Racial Biases In Standardized Medical Terminologies And Ontologies. - James Geller; Navya Martin Kollapally (BIBM, 2021)

Health Ontology for Minority Equity (HOME). - Navya Martin Kollapally; Yan Chen 009; James Geller (KEOD, 2021)

An Ontology for the Social Determinants of Health Domain. - Navya Martin Kollapally; Yan Chen 009; Julia Xu; James Geller (BIBM, 2022)

Clinical BioBERT Hyperparameter Optimization using Genetic Algorithm. - Navya Martin Kollapally; James Geller (CoRR, 2023)

Integrating Commercial and Social Determinants of Health: A Unified Ontology for Non-Clinical Determinants of Health. - Navya Martin Kollapally; Vipina Kuttichi Keloth; Julia Xu; James Geller (CoRR, 2023)

Fake News Detection and Behavioral Analysis: Case of COVID-19. - Alen Chih-Yuan Li; Navya Martin Kollapally; Soon Ae Chun; James Geller (CoRR, 2023)

Using clinical entity recognition for curating an interface terminology to aid fast skimming of EHRs. - Navya Martin Kollapally; Mahshad Koohi H. Dehkordi; Yehoshua Perl; James Geller; Fadi P. Deek; Hao Liu 025; Vipina Kuttichi Keloth; Gai Elhanan; Andrew J. Einstein; Shuxin Zhou (BIBM, 2024)

Skimming of Electronic Health Records Highlighted by an Interface Terminology Curated with Machine Learning Mining. - Mahshad Koohi H. Dehkordi; Navya Martin Kollapally; Yehoshua Perl; James Geller; Fadi P. Deek; Hao Liu 025; Vipina Kuttichi Keloth; Gai Elhanan; Andrew J. Einstein (BIOSTEC (2), 2024)

Hyperparameter Optimization Using Genetic Algorithm for Extracting Social Determinants of Health Text. - Navya Martin Kollapally; James Geller (BIOSTEC (2), 2024)

Safeguarding Ethical AI: Detecting Potentially Sensitive Data Re-Identification and Generation of Misleading or Abusive Content from Quantized Large Language Models. - Navya Martin Kollapally; James Geller (BIOSTEC (2), 2024)

An Ontology for Social Determinants of Education (SDoEd) Based on Human-AI Collaborative Approach. - Navya Martin Kollapally; James Geller; Patricia Morreale; Daehan Kwak (J. Comput. Sci. Coll., 2024)

Ontology enrichment using a large language model: Applying lexical, semantic, and knowledge network-based similarity for concept placement. - Navya Martin Kollapally; James Geller; Vipina Kuttichi Keloth; Zhe He 001; Julia Xu (J. Biomed. Informatics, 2025)