2 citations · 4 across the 6 of their papers we have counts for
6 papers
Graph Modelling Analysis of Speech-Gesture Interaction for Aphasia Severity Estimation
Navya Martin Kollapally, Christa Akers, Renjith Nelson Joseph
Aphasia is an acquired language disorder caused by injury to the regions of the brain that are responsible for language. Aphasia may impair the use and comprehension of written and…
An Ontology for Social Determinants of Education (SDoEd) based on Human-AI Collaborative Approach
Navya Martin Kollapally, James Geller, Patricia Morreale +1
The use of computational ontologies is well-established in the field of Medical Informatics. The topic of Social Determinants of Health (SDoH) has also received extensive attention…
Fake News Detection and Behavioral Analysis: Case of COVID-19
Chih-Yuan Li, Navya Martin Kollapally, Soon Ae Chun +1
While the world has been combating COVID-19 for over three years, an ongoing "Infodemic" due to the spread of fake news regarding the pandemic has also been a global issue. The exi…
Integrating Commercial and Social Determinants of Health: A Unified Ontology for Non-Clinical Determinants of Health
Navya Martin Kollapally, Vipina Kuttichi Keloth, Julia Xu +1
The objectives of this research are 1) to develop an ontology for CDoH by utilizing PubMed articles and ChatGPT; 2) to foster ontology reuse by integrating CDoH with an existing SD…
Clinical BioBERT Hyperparameter Optimization using Genetic Algorithm
Navya Martin Kollapally, James Geller
Clinical factors account only for a small portion, about 10-30%, of the controllable factors that affect an individual's health outcomes. The remaining factors include where a pers…
An Ontology for the Social Determinants of Health Domain
Navya Martin Kollapally, Yan Chen, Julia Xu +1
Social determinants of health are societal factors, such as where a person was born, grew up, works, lives, etc, along with socioeconomic and community factors that affect individu…