Title:
PROGNOSIS PREDICTION METHOD USING RESULT OF DISEASE DIAGNOSIS THROUGH NEURAL NETWORK AND SYSTEM THEREFOR
Document Type and Number:
WIPO Patent Application WO/2022/197045
Kind Code:
A1
Abstract:
Disclosed are a prognosis prediction method using a result of disease diagnosis through a neural network and a system therefor. The prognosis prediction method comprises: a step in which the system receives a biometric image as an input; a step in which the system generates an expression region diagnosis result in which an expression region in the biometric image, in which a disease has been expressed, is determined with respect to the input biometric image; and a step in which the system determines first information corresponding to the size of the entire tissue in the biometric image and second information corresponding to the size of the expression region in the biometric image, on the basis of the diagnosis result, and generates prognosis prediction information based on a result of the determination, wherein the step in which the system generates the expression region diagnosis result in which the expression region in the biometric image, in which the disease has been expressed, is determined with respect to the input biometric image comprises generating the expression region diagnosis result on the basis of a result of determining whether the disease has been expressed for each of certain patches in which the biometric image is divided into certain sizes, or generating the expression region diagnosis result on the basis of a result of segmenting, for each of the patches, a region in a patch, in which the disease has been expressed.
Inventors:
KIM SUN WOO (KR)
Application Number:
PCT/KR2022/003547
Publication Date:
September 22, 2022
Filing Date:
March 14, 2022
Export Citation:
Assignee:
DEEP BIO INC (KR)
International Classes:
G16H50/50; G06N3/08; G16H50/20; G16H50/70
Foreign References:
| KR20200092803A | 2020-08-04 | |||
| KR20200060129A | 2020-05-29 | |||
| JP2020126598A | 2020-08-20 | |||
| US20200151875A1 | 2020-05-14 | |||
| KR20200027066A | 2020-03-12 | |||
| KR20190084814A | 2019-07-17 |
Attorney, Agent or Firm:
SHIM, Choong Sup (KR)
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