Title:
METHOD AND SYSTEM FOR DIAGNOSIS OF CATARACT, USING DEEP LEARNING
Document Type and Number:
WIPO Patent Application WO/2023/003136
Kind Code:
A1
Abstract:
The present invention relates to a method and system for diagnosis of a cataract, using deep learning and, more specifically, to a method and system for diagnosis of a cataract, using deep learning, wherein deep learning is used to predict the degree of progression of a cataract from slit lamp examination result images and retroillumination examination result images and the severity of the cataract is assessed on the basis of the prediction, whereby a therapeutic plan is established and provided. A method for diagnosis of a cataract, using deep learning according to an embodiment of the present disclosure may comprise: an input step in which an input unit receives slit lamp examination result images and health diagnosis results of a subject; a cataract diagnosis step in which a cataract diagnosis unit inputs the slit lamp microscopic examination result images into a deep learning prediction model to predict a degree of progression of a cataract in the lens nucleus and determine whether the subject is affected by a cataract; a cataract severity assessment step in which a severity assessment unit assesses the severity of the cataract in the subject on the basis of the degree of progression of the cataract in the lens nucleus; and a therapeutic plan provision step in which a therapeutic step determination unit uses the severity of the cataract or the health examination result to determine and provide a necessary cataract treatment step for the subject.
Inventors:
LIM DONG HUI (KR)
SON KI YOUNG (KR)
SHIN EUN HAE (KR)
KO JONG WOO (KR)
SON KI YOUNG (KR)
SHIN EUN HAE (KR)
KO JONG WOO (KR)
Application Number:
PCT/KR2022/005134
Publication Date:
January 26, 2023
Filing Date:
April 08, 2022
Export Citation:
Assignee:
SAMSUNG LIFE PUBLIC WELFARE FOUNDATION (KR)
International Classes:
A61B3/117; A61B3/00; A61B3/135; G06N3/04; G06N3/08; G16H30/40; G16H50/20; G16H50/30
Foreign References:
| JP2015216939A | 2015-12-07 | |||
| KR20150130361A | 2015-11-23 | |||
| KR20210012097A | 2021-02-03 | |||
| KR102208508B1 | 2021-01-27 | |||
| KR20210073388A | 2021-06-18 |
Attorney, Agent or Firm:
PARK, Hyuk (KR)
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