David A. Hormuth

Estimating glioblastoma migration-to-proliferation ratio from single time-point MRI data via radial density distribution

A reaction-diffusion model fitted to shell-averaged tumor density from one pre-treatment MRI estimates glioblastoma migration/proliferation ratio (D/k); in BraTS 2017, higher D/k went with shorter overall survival.

140 Years of mathematical modeling in oncology through AI-assisted curation

This paper curates a large corpus of mathematical oncology literature using AI, revealing its evolution from cancer biology to therapeutic modeling over 140 years.

MRI-Based Blood Clot Phenotyping: An In Vitro Study

This study shows MRI can predict blood clot composition and contraction state using radiomic features, supporting its use for pre-interventional clot phenotyping.