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1 public code

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1 public weights

ukbb_cardiac segmentation network

Imperial College London (Bai et al.) · 2018

graph_1

Code & model weights public

Long-standing toolbox for automated segmentation of the ventricles and atria and derivation of cardiac imaging phenotypes from short- and long-axis cine cardiac MRI. Built on a fully convolutional network trained per slice, and widely reused across UK Biobank cardiac imaging studies since its 2018 publication. Developed at Imperial College London.

Cardiac MRI

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Cardiac MRI

Cardiac chamber segmentation

Filter by Disease / Trait:
Structural Heart & Cardiomyopathy

Segmentation

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Segmentation & Detection

CNN (2D)

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Convolutional (CNN)

TensorFlow

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TensorFlow / Keras

Apache 2.0

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Permissive


Model ID: 0006

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Subject Count: 74,916