公开(公告)号：US20240242813A1

公开(公告)日：2024-07-18

申请号：US18568000

申请日：2021-06-17

Applicant: Elekta Limited

Inventor： Francois Hebert ,  Sebastien Tremblay

IPC: G16H20/40 ,  G06T7/00 ,  G06V10/74 ,  G16H30/40

CPC classification number: G16H20/40 ,  G06T7/0012 ,  G06V10/761 ,  G16H30/40 ,  G06T2207/10072 ,  G06T2207/20081 ,  G06T2207/20084 ,  G06T2207/30096 ,  G06V2201/032

Abstract: Systems and methods are disclosed for performing operations comprising: receiving a plurality of training medical images used to train a machine learning technique; applying a model to the plurality of training medical images to generate a distribution representation of the plurality of training medical images; computing a first distance between a given training medical image in the plurality of training medical images and the distribution representation; computing a second distance between a new medical image and the distribution representation; and computing a quality factor indicating a measure of similarity between a new medical image and the plurality of medical images as a function of the first distance and the second distance.