(734) 763-5476

Applications:
Medical Imaging
Methodologies:
Artificial Intelligence, Classification, Image Data Processing and Analysis, Machine Learning, Predictive Modeling, Signal Processing
Relevant Projects:

NIH


Kathryn Luker

Radiology

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.