Research

Creating integrative, data-driven frameworks for understanding and improving health through natural language processing, semantic analysis, and multimodal data integration.

Digital Health & Medical Informatics

Creating integrative, data-driven frameworks for understanding and improving health through natural language processing and semantic analysis.

Digital Twin SystemsWearables & Patient-Reported OutcomesElectronic Health RecordsMulti-omics Data IntegrationPersonalized Healthcare

Natural Language Processing

Developing advanced NLP techniques for extracting insights from clinical text, social media, and scientific literature.

Clinical NLPSemantic AnalysisInformation ExtractionText MiningKnowledge Representation

Computational Social Science

Exploring how online discourse, visual culture, and behavioral signals reflect public perceptions and cultural narratives around health and society.

Multimodal Social Media AnalysisPublic Health DiscourseCultural NarrativesBehavioral SignalsVisual Culture Analysis

Data Standardization & Integration

Developing standards and frameworks for integrating diverse healthcare data sources into cohesive, actionable insights.

Healthcare Data StandardsMultimodal Data IntegrationInteroperabilityData QualityMetadata Standards

Scientometrics & Research Evaluation

Using knowledge graphs and large-scale trend analyses to map interdisciplinary connections and identify emerging frontiers in digital health.

Knowledge GraphsResearch Trend AnalysisInterdisciplinary MappingCitation NetworksResearch Impact Assessment

Interested in Collaboration?

I'm always open to discussing research collaborations, student opportunities, and innovative projects in digital health and medical informatics.