Holistic multitask regression network for multiapplication shape regression segmentation

•Achieved multiapplication shape regression segmentation in a single framework.•Formulated segmentation as a multitask regression task; models task correlations.•Direct coordinate estimation of an organ's shape contour, jointly captures shape.•A multitask regression deep learning framework with...

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