Research

Integrative systems for health, language, and society

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

Digital Health and Medical Informatics

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

Digital Twin SystemsWearables and Patient-Reported OutcomesElectronic Health RecordsMulti-omics Data IntegrationPersonalised 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 behavioural signals reflect public perceptions and cultural narratives around health and society.

Multimodal Social Media AnalysisPublic Health DiscourseCultural NarrativesBehavioural SignalsVisual Culture Analysis

Data Standardisation and Integration

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

Healthcare Data StandardsMultimodal Data IntegrationInteroperabilityData QualityMetadata Standards

Scientometrics and 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
Collaboration

Interested in working together?

I am open to collaboration on digital health, medical informatics, NLP, and multimodal research systems.

Get in touch