CPC G06T 11/005 (2013.01) [A61B 6/504 (2013.01); G06N 3/045 (2023.01); G06N 3/08 (2013.01); G06T 7/0012 (2013.01); G16H 30/40 (2018.01); G16H 50/20 (2018.01); A61B 5/055 (2013.01); A61B 8/0891 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30101 (2013.01)] | 20 Claims |
1. A method comprising:
receiving a medical image comprising branches of one or more vessels;
generating a branch overlap image channel representing a pixelwise probability that the branches overlap;
generating a set of branch orientation image channels each associated with one of a plurality of orientations, each branch orientation image channel representing a pixelwise probability that the branches are oriented in its associated orientation; and
generating a multi-channel depth image based on the branch overlap image channel and the set of branch orientation image channels, each channel of the multi-channel depth image comprising portions of the branches corresponding to a respective depth.
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