Title:
SEVERITY ASSESSMENT DEVICE AND MODEL GENERATION DEVICE
Document Type and Number:
WIPO Patent Application WO/2021/080024
Kind Code:
A2
Abstract:
The present invention provides a severity assessment device that makes it possible to provide optimized medical care by enabling the optimal distribution of medical resources. A model generation device 10 includes: a teacher data acquisition unit 31 that acquires teacher data 90 in which CT images are labeled with disease information indicating the extent of disease at body sites; and a model generation unit 32 that uses the teacher data 90 to generate, by machine learning, a disease information model 50 that outputs disease information upon input of CT images. A severity assessment device 20 includes: a measurement data acquisition unit 41 that acquires CT images 60 of a patient; a disease information acquisition unit 42 that uses the disease information model 50 to acquire disease information 70 from each CT image 60; and a severity calculation unit 43 that calculates a severity 75 for the patient on the basis of the disease information 70 acquired by the disease information acquisition unit 42.
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Inventors:
OKADA NAOKI (JP)
Application Number:
PCT/JP2020/047802
Publication Date:
April 29, 2021
Filing Date:
December 22, 2020
Export Citation:
Assignee:
OKADA NAOKI (JP)
International Classes:
G16H50/20; G16H30/20
Foreign References:
| JP2019194633A | 2019-11-07 |
Attorney, Agent or Firm:
MORI Tomohiro (JP)
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