Navya Martin Kollapally

According to our database, Navya Martin Kollapally authored at least 17 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Graph Modelling Analysis of Speech-Gesture Interaction for Aphasia Severity Estimation.

Navya Martin Kollapally, Christa Akers, Renjith Nelson Joseph

CoRR, February, 2026

2025

Emotion Detection via Text.

Ricardo Urbaez, Navya Martin Kollapally

J. Comput. Sci. Coll., October, 2025

Identifying Emotions in Text.

Jassiris Nunez, Navya Martin Kollapally

J. Comput. Sci. Coll., October, 2025

Monitoring Online Misinformation Using LLM-Based Models.

Sarah Ainani, Navya Martin Kollapally

J. Comput. Sci. Coll., October, 2025

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, Julia Xu

J. Biomed. Informatics, 2025

Benchmarking Automatic Speech Recognition for Aphasia: A Clinical Evaluation Framework.

Navya Martin Kollapally, Christa Akes

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

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

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

Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

Hyperparameter Optimization Using Genetic Algorithm for Extracting Social Determinants of Health Text.

Navya Martin Kollapally, James Geller

Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

Skimming of Electronic Health Records Highlighted by an Interface Terminology Curated with Machine Learning Mining.

Mahshad Koohi Habibi Dehkordi, Navya Martin Kollapally, Yehoshua Perl, James Geller, Fadi P. Deek, Hao Liu, Vipina Kuttichi Keloth, Gai Elhanan, Andrew J. Einstein

Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

Using clinical entity recognition for curating an interface terminology to aid fast skimming of EHRs.

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

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

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

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

Clinical BioBERT Hyperparameter Optimization using Genetic Algorithm.

Navya Martin Kollapally, James Geller

CoRR, 2023

2022

An Ontology for the Social Determinants of Health Domain.

Navya Martin Kollapally, Yan Chen, Julia Xu, James Geller

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021

Health Ontology for Minority Equity (HOME).

Navya Martin Kollapally, Yan Chen, James Geller

Proceedings of the 13th International Joint Conference on Knowledge Discovery, 2021

Detecting, Reporting And Alleviating Racial Biases In Standardized Medical Terminologies And Ontologies.

James Geller, Navya Martin Kollapally

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021