METHOD AND APPARATUS FOR GENERATING VIRTUAL POPULATIONS OF ANATOMY

    公开(公告)号:EP4350704A1

    公开(公告)日:2024-04-10

    申请号:EP22199421.3

    申请日:2022-10-03

    IPC分类号: G16H30/40 G16H50/70 G06N3/045

    摘要: There is provided a computer-implemented method for generating virtual chimera populations of multi-part organ shapes for use in an in-silico trial, wherein organ shapes are represented as surface or volumetric meshes, the method comprising using a part-aware generative model to learn a latent representation of each part of a multi-part organ shape for inclusion in a virtual population and output synthesised parts of the multi-part organ shape, using a spatial composition model to align the outputted synthesised parts of the multi-part organ shape and output an anatomically meaningful example of an overall multi-part organ shape as a virtual chimera and storing the virtual chimera in the virtual population, for use in the in-silico study. There is also provided an apparatus and computer readable medium embodying the method.