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Stuart A. Cook

Researcher at National University of Singapore

Publications -  329
Citations -  21412

Stuart A. Cook is an academic researcher from National University of Singapore. The author has contributed to research in topics: Dilated cardiomyopathy & Fibrosis. The author has an hindex of 65, co-authored 300 publications receiving 16163 citations. Previous affiliations of Stuart A. Cook include University of Southern California & Medical Research Council.

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Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation

TL;DR: In this article, a generic training strategy that incorporates anatomical prior knowledge into CNNs through a new regularization model, which is trained end-to-end, encourages models to follow the global anatomical properties of the underlying anatomy via learnt non-linear representations of the shape.