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Author

Navya Martin Kollapally

Observed names: Kollapally, Navya Martin, Navya Kollapally
Institution: Kean University
ORCID: 0000-0003-4004-6508
Observed ORCID: 0000-0003-4004-6508
OpenAlex ID: A5030288254
An Ontology for the Social Determinants of Health Domain
2022 · Navya Martin Kollapally, Yan Chen, et al. · IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · 17
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Ontology enrichment using a large language model: Applying lexical, semantic, and knowledge network-based similarity for concept placement
2025 · Navya Martin Kollapally, James Geller, et al. · Journal of Biomedical Informatics · 16
Using clinical entity recognition for curating an interface terminology to aid fast skimming of EHRs
2024 · Navya Martin Kollapally, Mahshad Koohi H. Dehkordi, et al. · IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · 8
Skimming of Electronic Health Records Highlighted by an Interface Terminology Curated with Machine Learning Mining
2024 · Mahshad Koohi H. Dehkordi, Navya Kollapally, et al. · International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC) · 5
Clinical BioBERT Hyperparameter Optimization using Genetic Algorithm
2023 · Kollapally, Navya Martin, Geller, James · arXiv (Cornell University) · 3
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Fake News Detection and Behavioral Analysis: Case of COVID-19
2025 · Chih-Yuan Li, Navya Martin Kollapally, et al. · WORLD SCIENTIFIC eBooks · 2
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An Ontology for Social Determinants of Education (SDoEd) based on Human-AI Collaborative Approach
2025 · Kollapally, Navya Martin, Geller, James, et al. · arXiv (Cornell University) · 2
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Integrating Commercial and Social Determinants of Health: A Unified Ontology for Non-Clinical Determinants of Health
2023 · Kollapally, Navya Martin, Keloth, Vipina Kuttichi, et al. · PubMed Central · 2
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Hyperparameter Optimization Using Genetic Algorithm for Extracting Social Determinants of Health Text
2024 · Navya Kollapally, James Geller · International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC) · 1
Safeguarding Ethical AI: Detecting Potentially Sensitive Data Re-Identification and Generation of Misleading or Abusive Content from Quantized Large Language Models
2024 · Navya Kollapally, James Geller · International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC) · 1
Health Ontology for Minority Equity (HOME)
2021 · Navya Kollapally, Yan Chen, et al. · International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management · 1
Graph Modelling Analysis of Speech-Gesture Interaction for Aphasia Severity Estimation
2026 · Kollapally, Navya Martin, Akers, Christa, et al. · arXiv (Cornell University)
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Evaluating RAG and Non-RAG Pipelines for Concept Discovery in Environmental Health Ontologies.
2026 · Naren Khatwani, Navya Martin Kollapally, et al. · PubMed
Developing a Mental Health Interface Ontology: Using Social Media Graph Clustering
2026 · Navya Martin Kollapally, Sarah Ainani · Lecture notes in networks and systems
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Benchmarking Automatic Speech Recognition for Aphasia: A Clinical Evaluation Framework
2025 · Navya Martin Kollapally, Christa Akes · IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
Detecting, Reporting And Alleviating Racial Biases In Standardized Medical Terminologies And Ontologies
2021 · James Geller, Navya Martin Kollapally · IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
Works count: 16
Citation count: 58
H-index: 4
I10-index: 2
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