Hervé Delingette is a INRIA Research Director working in the ASCLEPIOS research team. He is also leading the CardioSense3D Large Initiative Action about the electro-mechanical modeling of the heart. His research interests are: Simplex Mash, Surface Regularization, Image Segmentation, Surgery Simulation, Cardiac Modeling, Brain Modeling.
Research topic | Joint biological and imaging biomarkers in oncology
We exploit joint information from imaging and biological data to improve the diagnosis and treatment planning, focusing on lung cancer. This approach relies on methods involving unsupervised deep learning, uncertainty quantification, sparse Bayesian feature selection and the handling of confounding factors.
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