Navya Martin Kollapally

According to our database, Navya Martin Kollapally authored at least 11 papers between 2021 and 2025.

Collaborative distances:

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

2025

An Ontology for Social Determinants of Education (SDoEd) based on Human-AI Collaborative Approach.

Navya Martin Kollapally, James Geller, Patricia Morreale, Daehan Kwak

CoRR, January, 2025

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 H. 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 H. 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