Search Results for author: Shashank Acharya

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Esophageal virtual disease landscape using mechanics-informed machine learning

no code implementations19 Nov 2021 Sourav Halder, Jun Yamasaki, Shashank Acharya, Wenjun Kou, Guy Elisha, Dustin A. Carlson, Peter J. Kahrilas, John E. Pandolfino, Neelesh A. Patankar

In this work, we present a hybrid framework that combines fluid mechanics and machine learning to identify the underlying physics of the various esophageal disorders and maps them onto a parameter space which we call the virtual disease landscape (VDL).

BIG-bench Machine Learning

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