9 citations · 13 across the 5 of their papers we have counts for
5 papers
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…
An Ensemble Deep Learning Model for Drug Abuse Detection in Sparse Twitter-Sphere
Han Hu, NhatHai Phan, James Geller +4
As the problem of drug abuse intensifies in the U.S., many studies that primarily utilize social media data, such as postings on Twitter, to study drug abuse-related activities use…