Research
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.
Protein carbamylation, kidney dysfunction, vascular calcification, and biomarker-based risk prediction.
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Cardiovascular disease risk, cardiac phenotyping, inflammation, and outcomes in people living with HIV.
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Anthropometric phenotypes, body composition, and newer definitions of obesity in large clinical datasets.
Coming soon
Prediction models, decision support, implementation, and responsible use of AI in healthcare.
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