公开(公告)号：US20240282084A1

公开(公告)日：2024-08-22

申请号：US18581231

申请日：2024-02-19

Applicant: CANON MEDICAL SYSTEMS CORPORATION

Inventor： Francesco Dalla SERRA ,  Alison O'NEIL ,  Chaoyang WANG

IPC: G06V10/774 ,  G06T7/00 ,  G06V10/22 ,  G06V10/80 ,  G06V10/82 ,  G06V20/70

CPC classification number: G06V10/774 ,  G06T7/0016 ,  G06V10/235 ,  G06V10/806 ,  G06V10/82 ,  G06V20/70 ,  G06T2207/20081 ,  G06T2207/20084 ,  G06V2201/03

Abstract: A data processing apparatus configured to train an image analysis model to perform a task relating to input data which includes at least image data, wherein the data processing apparatus comprises processing circuitry configured to:



receive the input data;
generate image tokens for inputting to the image analysis model by applying a visual extractor model that is trained to identify an anatomical region included in the image data which is comprised in the input data and to determine a label relating to a pre-determined sub-task relating to said anatomical region; and
train the image analysis model by inputting at least the image tokens.