Area of research
Artificial Intelligence · Molecular Biology
Research interest
Research interests include Machine Learning in Healthcare, Biomedical Text Mining and Ontologies, Topic Modeling, and Diabetes Treatment and Management.
Biomedical multimodal large language models: From model-centric development to clinically grounded evaluation and integration.
Identifying Alzheimer's Disease Progression Subphenotypes Via a Graph-based Framework Using Electronic Health Records.
Inferring high-fat dietary patterns from electronic health record data using machine learning.
A topic modeling analysis of stigma dimensions, social, and related behavioral circumstances in clinical notes among patients with HIV.
Temporal Trends and Sociodemographic Differences in Telemedicine Utilization, 2019-2024.
Racial Disparities in Non-Stigmatized Supportive Care Medication Use in Pancreatic Cancer.
Breast cancer screening and cancer prognosis in patients with Alzheimer disease and related dementias.
Social determinants of healthy aging: An investigation using the all of us cohort.
A lossless one-shot distributed algorithm for addressing heterogeneity in multi-site generalized linear models.
Quantifying the public health impacts of Karenia brevis (Florida red tide) algae bloom exposure along Florida's Gulf Coast.
Machine Learning Prediction of Pharmacogenetic Testing Uptake Among Opioid-Prescribed Patients Using Electronic Health Records: Retrospective Cohort Study.
Joint Learning of Complication Risks and Subtyping in Type 2 Diabetes: A Novel Hypergraph-Based Analysis with Clinical and Genetic Validation
The ESCAPE Framework: A Practical Two-Phase Mixed-Methods Approach for Usability Evaluation of Interoperable Health IT
GatorDuo: Global-Consistency Dual-Graph Refinement With Pseudo-Label Agreement for Spatial Transcriptomics
From GPT to DeepSeek: Significant gaps remain in realizing AI in healthcare.
GLP-1RA and SGLT2i Medications for Type 2 Diabetes and Alzheimer Disease and Related Dementias.
Medical foundation large language models for comprehensive text analysis and beyond.
GLP-1 Receptor Agonists and Cancer Risk in Adults With Obesity.
Generative Artificial Intelligence for Health Technology Assessment: Opportunities, Challenges, and Policy Considerations: An ISPOR Working Group Report.
Glucagon-Like Peptide-1 Receptor Agonists and Risk for Depression in Older Adults With Type 2 Diabetes : A Target Trial Emulation Study.
Translation suppresses exogenous target RNA-mediated microRNA decay
Assessing the benefit-risk profile of newer glucose-lowering drugs: A systematic review and network meta-analysis of randomized outcome trials.
A Brief Review on Benchmarking for Large Language Models Evaluation in Healthcare
Multicenter target trial emulation to evaluate corticosteroids for sepsis stratified by predicted organ dysfunction trajectory
Regional trends and disparities in newer GLP1 receptor agonist initiation among real-world adult patients eligible for obesity treatment.
Glycogen drives tumour initiation and progression in lung adenocarcinoma.
A real-world cohort study of immune-related adverse events in patients receiving immune checkpoint inhibitors
Multicenter target trial emulation to evaluate corticosteroids for sepsis stratified by predicted organ dysfunction trajectory.
Efficacy and Safety of GLP-1 RAs in Children and Adolescents With Obesity or Type 2 Diabetes: A Systematic Review and Meta-Analysis.
Federated learning with multi-cohort real-world data for predicting the progression from mild cognitive impairment to Alzheimer's disease.