DenseRAUnet, trained exclusively on chest CT, segments coronary calcium with F1-score 0.75 and predicts CVD risk with 0.83 accuracy on a private set of 144 scans from both scan types.
Automatic calcium scoring in low-dose chest ct using deep neural networks with dilated convolutions
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Automatic Calcium Scoring in Cardiac and Chest CT Using DenseRAUnet
DenseRAUnet, trained exclusively on chest CT, segments coronary calcium with F1-score 0.75 and predicts CVD risk with 0.83 accuracy on a private set of 144 scans from both scan types.