公开(公告)号：US11969213B2

公开(公告)日：2024-04-30

申请号：US17315318

申请日：2021-05-09

Applicant: XAIMED Co., Ltd.

Inventor： Sang Min Park ,  Joo Young Chang ,  Choong Hee Lee ,  Il Hyung Shin

IPC: A61B3/12 ,  A61B3/00 ,  G06N20/00

CPC classification number: A61B3/1241 ,  A61B3/0025 ,  A61B3/0041 ,  G06N20/00

Abstract: Provided are apparatuses, a non-transitory computer-readable medium or media, and methods for supporting predicting of vascular disease using a fundus image of a subject. In certain aspects, disclosed a method including the steps of: extracting a feature information from a first fundus image of the subject based on a machine learning model; generating a second fundus image having a feature which is corresponding to the feature information by mapping a saliency factor to the first fundus image; and displaying the first fundus image and the second fundus image on a display device.

公开(公告)号：US11730364B2

公开(公告)日：2023-08-22

申请号：US17145389

申请日：2021-01-10

Applicant: XAIMED Co., Ltd.

Inventor： Sang Min Park ,  Joo Young Chang ,  Choong Hee Lee ,  Il Hyung Shin

IPC: A61B3/12 ,  A61B3/00 ,  G06T7/00 ,  G06T5/00 ,  G06T3/40 ,  G06T7/73 ,  G06N20/00 ,  G16H30/20 ,  G16H50/20 ,  G06V10/764 ,  G06V10/82 ,  G06V10/44

CPC classification number: A61B3/12 ,  A61B3/005 ,  A61B3/0025 ,  G06N20/00 ,  G06T3/40 ,  G06T5/002 ,  G06T7/0012 ,  G06T7/73 ,  G06V10/454 ,  G06V10/764 ,  G06V10/82 ,  G16H30/20 ,  G16H50/20 ,  G06T2207/30041 ,  G06V2201/03

Abstract: Provided are apparatuses, a non-transitory computer-readable medium or media, and methods for supporting reading of a fundus image of a subject. In certain aspects, disclosed a method including the steps of: extracting a first feature information from a first fundus image of the subject based on a machine learning model; generating a second fundus image having a second feature information by mapping an adversarial factor to the first fundus image so that the first feature information is changed; and displaying the first fundus image having the first feature information and the second fundus image having the second feature information on a display device.