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Russell Rockne

Mathematical modeling in cancer research: How to build, validate, and apply models with biologists and clinicians

Prof. Russel Rockne, Director, Division of Mathematical Oncology and Computational Systems Biology, City of Hope November 12 th, 2025 • 12:30 p.m. • Skye Hall 284 Abstract: The integration of machine learning with mechanistic modeling is transforming cancer research. This lecture introduces Localized Convolutional Function Regression (LCFR), a novel AI-driven framework for analyzing dynamic contrast-enhanced...