Faculty

Kathryn Luker

Associate Research Scientist, Radiology

Affiliations: Health Information Technology & Services (HITS)

Contact
734-763-5849
kluker@umich.edu
Website

Kathryn Luker

Research

As an expert in molecular imaging of single cell signaling in cancer, I develop integrated systems of molecular, cellular, optical, and custom image processing tools to extract rich data sets for biochemical and behavioral functions in living cells over minutes to days. Data sets composed of thousands to millions of cells enable us to develop predictive models of cellular function through a variety of computational approaches, including ODE, ABM, and IRL modeling.

Research Areas

Classification
Image Data Processing and Analysis
Machine Learning
Modeling: Multi-scale; Predictive and Metamodeling
Signal Processing

Mark your calendar for the MICDE SciFM 2024 Conference on April 2nd & 3rd, 2024!

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