Morgan Erika Grams

This study benchmarks ten vision-language models for automated food recognition, weight, and calorie estimation using the Nutrition5k dataset, finding Gemini 3.0 Flash and 3.1 Flash Lite as top performers.

The paper presents a multi-modal atlas of human kidney disease, identifying cellular and spatial mechanisms of injury resolution or failure and linking them to clinical outcomes.

The paper assesses if a polygenic score for reduced kidney function predicts adverse outcomes in chronic kidney disease patients, finding significant associations but no improvement in prediction over existing risk equations.

The paper identifies cis-pQTLs and develops models for proteome-wide association studies using plasma proteome data from European and African ancestry populations.

This study develops a polygenic risk score for eGFR and shows its association with kidney disease outcomes and plasma proteins in the ARIC study.

This study uses Mendelian randomisation to show higher kidney function causally lowers blood pressure, but blood pressure does not significantly affect kidney function.