Navya Martin Kollapally

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Parameter Optimization

Top Venues

Publications

Navya Martin Kollapally, James Geller
Safeguarding Ethical AI: Detecting Potentially Sensitive Data Re-Identification and Generation of Misleading or Abusive Content from Quantized Large Language Models. BIOSTEC (2) (2024)
Mahshad Koohi H. Dehkordi, Navya Martin Kollapally, Yehoshua Perl, James Geller, Fadi P. Deek, Hao Liu, Vipina Kuttichi Keloth, Gai Elhanan, Andrew J. Einstein
Skimming of Electronic Health Records Highlighted by an Interface Terminology Curated with Machine Learning Mining. BIOSTEC (2) (2024)
Navya Martin Kollapally, James Geller
Hyperparameter Optimization Using Genetic Algorithm for Extracting Social Determinants of Health Text. BIOSTEC (2) (2024)
Alen Chih-Yuan Li, Navya Martin Kollapally, Soon Ae Chun, James Geller
Fake News Detection and Behavioral Analysis: Case of COVID-19. CoRR (2023)
Navya Martin Kollapally, Vipina Kuttichi Keloth, Julia Xu, James Geller
Integrating Commercial and Social Determinants of Health: A Unified Ontology for Non-Clinical Determinants of Health. CoRR (2023)
Navya Martin Kollapally, James Geller
Clinical BioBERT Hyperparameter Optimization using Genetic Algorithm. CoRR (2023)
Navya Martin Kollapally, Yan Chen, Julia Xu, James Geller
An Ontology for the Social Determinants of Health Domain. BIBM (2022)
Navya Martin Kollapally, Yan Chen, Julia Xu, James Geller
An Ontology for the Social Determinants of Health Domain. CoRR (2022)
Navya Martin Kollapally, Yan Chen, James Geller
Health Ontology for Minority Equity (HOME). KEOD (2021)
James Geller, Navya Martin Kollapally
Detecting, Reporting And Alleviating Racial Biases In Standardized Medical Terminologies And Ontologies. BIBM (2021)