PROCESS AND SYSTEM FOR THREE-DIMENSIONAL MODELLING OF TISSUE OF A SUBJECT, AND SURGICAL PLANNING PROCESS AND SYSTEM

Abstract: a process for tissue modelling from a medical image of a subject, for forming a three-dimensional (3d) model of a region of interest (roi) of a subject with one or more tissue types, said process including the steps of (i) utilising a rule-based method that automatically generates the weak annotation, initial seed area from a medial image (); (ii) utilising a proposal generation method that integrates the multi-scale image features and anatomical prior (); and (iii) a comprehensive loss for cnn training that optimizes the pixel classification and feature distribution simultaneously ().

Inventor(s): Morgan Mao CHENG

CPC Classification: A61B34/10 (Computer-aided planning, simulation or modelling of surgical operations)

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