Navya Martin Kollapally

19 papers C 1Journal 11Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Graph Modelling Analysis of Speech-Gesture Interaction for Aphasia Severity Estimation.
CoRR
Navya Martin Kollapally, Christa Akers, Renjith Nelson Joseph
2025 J jnl
An Ontology for Social Determinants of Education (SDoEd) based on Human-AI Collaborative Approach.
CoRR
Navya Martin Kollapally, James Geller, Patricia Morreale, Daehan Kwak
2025 — conf
Benchmarking Automatic Speech Recognition for Aphasia: A Clinical Evaluation Framework.
BIBM
Navya Martin Kollapally, Christa Akes
2025 J jnl
Emotion Detection via Text.
J. Comput. Sci. Coll.
Ricardo Urbaez, Navya Martin Kollapally
2025 J jnl
Identifying Emotions in Text.
J. Comput. Sci. Coll.
Jassiris Nunez, Navya Martin Kollapally
2025 J jnl
Monitoring Online Misinformation Using LLM-Based Models.
J. Comput. Sci. Coll.
Sarah Ainani, Navya Martin Kollapally
2025 J jnl
Ontology enrichment using a large language model: Applying lexical, semantic, and knowledge network-based similarity for concept placement.
J. Biomed. Informatics
Navya Martin Kollapally, James Geller, Vipina Kuttichi Keloth, Zhe He, Julia Xu
2024 J jnl
An Ontology for Social Determinants of Education (SDoEd) Based on Human-AI Collaborative Approach.
J. Comput. Sci. Coll.
Navya Martin Kollapally, James Geller, Patricia Morreale, Daehan Kwak
2024 — conf
Hyperparameter Optimization Using Genetic Algorithm for Extracting Social Determinants of Health Text.
BIOSTEC (2)
Navya Martin Kollapally, James Geller
2024 — conf
Safeguarding Ethical AI: Detecting Potentially Sensitive Data Re-Identification and Generation of Misleading or Abusive Content from Quantized Large Language Models.
BIOSTEC (2)
Navya Martin Kollapally, James Geller
2024 — conf
Skimming of Electronic Health Records Highlighted by an Interface Terminology Curated with Machine Learning Mining.
BIOSTEC (2)
Mahshad Koohi Habibi Dehkordi, Navya Martin Kollapally, Yehoshua Perl, James Geller, Fadi P. Deek, Hao Liu, Vipina Kuttichi Keloth, Gai Elhanan, Andrew J. Einstein
2024 — conf
Using clinical entity recognition for curating an interface terminology to aid fast skimming of EHRs.
BIBM
Navya Martin Kollapally, Mahshad Koohi Habibi Dehkordi, Yehoshua Perl, James Geller, Fadi P. Deek, Hao Liu, Vipina Kuttichi Keloth, Gai Elhanan, Andrew J. Einstein, Shuxin Zhou
2023 J jnl
Clinical BioBERT Hyperparameter Optimization using Genetic Algorithm.
CoRR
Navya Martin Kollapally, James Geller
2023 J jnl
Fake News Detection and Behavioral Analysis: Case of COVID-19.
CoRR
Alen Chih-Yuan Li, Navya Martin Kollapally, Soon Ae Chun, James Geller
2023 J jnl
Integrating Commercial and Social Determinants of Health: A Unified Ontology for Non-Clinical Determinants of Health.
CoRR
Navya Martin Kollapally, Vipina Kuttichi Keloth, Julia Xu, James Geller
2022 — conf
An Ontology for the Social Determinants of Health Domain.
BIBM
Navya Martin Kollapally, Yan Chen, Julia Xu, James Geller
2022 J jnl
An Ontology for the Social Determinants of Health Domain.
CoRR
Navya Martin Kollapally, Yan Chen, Julia Xu, James Geller
2021 — conf
Detecting, Reporting And Alleviating Racial Biases In Standardized Medical Terminologies And Ontologies.
BIBM
James Geller, Navya Martin Kollapally
2021 C conf
Health Ontology for Minority Equity (HOME).
KEOD
Navya Martin Kollapally, Yan Chen, James Geller