Research

Research as a set of connected questions

My research spans chronic kidney disease, HIV, obesity, and clinical informatics. Across these areas, I study how biomarkers, clinical guidlines, and emerging technologies can improve risk assessment, inform decision-making, and support better patient outcomes. The themes below highlight the major questions that have shaped my work so far.

Carbamylation and CKD biomarkers

Carbamylation & CKD Biomarkers

Protein carbamylation, kidney dysfunction, vascular calcification, and biomarker-based risk prediction.

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HIV and cardiovascular health

HIV & Cardiovascular Health

Cardiovascular disease risk, cardiac phenotyping, inflammation, and outcomes in people living with HIV.

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Obesity beyond BMI

Obesity Beyond BMI

Anthropometric phenotypes, body composition, and newer definitions of obesity in large clinical datasets.

Coming soon
Clinical informatics and AI

Clinical Informatics & AI

Prediction models, decision support, implementation, and responsible use of AI in healthcare.

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