CPC A61B 5/055 (2013.01) [A61B 5/0037 (2013.01); A61B 5/004 (2013.01); A61B 5/489 (2013.01); A61B 6/504 (2013.01); A61B 6/5294 (2013.01); G06F 18/214 (2023.01); G06F 18/2148 (2023.01); G06F 18/24 (2023.01); G06T 5/30 (2013.01); G06T 7/0014 (2013.01); G06T 7/11 (2017.01); G06T 7/136 (2017.01); G06V 10/34 (2022.01); G06V 10/755 (2022.01); G06V 10/7747 (2022.01); A61B 6/037 (2013.01); A61B 6/469 (2013.01); A61B 6/481 (2013.01); G06T 2200/04 (2013.01); G06T 2207/10081 (2013.01); G06T 2207/10088 (2013.01); G06T 2207/10104 (2013.01); G06T 2207/10108 (2013.01); G06T 2207/10116 (2013.01); G06T 2207/20021 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/30101 (2013.01); G06T 2207/30172 (2013.01); G06V 2201/03 (2022.01)] | 20 Claims |
1. A method for determining a centerline of a blood vessel in an image associated with a subject implemented on at least one machine each of which has at least one processor and at least one storage, the method comprising:
obtaining a centerline model used for identifying a centerline of a blood vessel; and
identifying the centerline of the blood vessel based on the centerline model, wherein
the centerline model includes a centerline average model; and
the centerline model is generated by a process including:
registering a plurality of sample images;
extracting a reference centerline of a reference blood vessel in each of the plurality of registered sample images; and
determining the centerline average model based on a plurality of reference centerlines of the reference blood vessel in the plurality of registered sample images.
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