Title:
PROGNOSIS PREDICTION DEVICE AND PROGRAM
Document Type and Number:
WIPO Patent Application WO/2021/205828
Kind Code:
A1
Abstract:
A prognosis prediction device 1 including: a means that accepts a set of known information, i.e., prognosis information and factor information including at least one type of clinical information; and a machine learning means that conducts machine learning of at least one machine learning model through at least one machine learning algorithm so that the accepted known factor information is used as an input and the corresponding known prognosis information is outputted. The result of the machine learning process performed by the machine learning means is supplied to a prognosis prediction process that pertains to a patient for whom a prognosis is to be predicted.
Inventors:
TAOKA KAZUKI (JP)
TSUBOSAKA AYUMU (JP)
TSUBOSAKA AYUMU (JP)
Application Number:
PCT/JP2021/010712
Publication Date:
October 14, 2021
Filing Date:
March 16, 2021
Export Citation:
Assignee:
UNIV TOKYO (JP)
International Classes:
G16H50/50; G01N33/48
Foreign References:
| JP2020021371A | 2020-02-06 | |||
| JP2012130408A | 2012-07-12 | |||
| JP2018036900A | 2018-03-08 | |||
| US20190108912A1 | 2019-04-11 | |||
| JP2016032480A | 2016-03-10 |
Other References:
OKAMURA, HIROSHI: "Web application for plotting personalized survival prediction curves using machine learning and R/Shiny", PROCEEDINGS OF THE 39TH JOINT CONFERENCE ON MEDICAL INFORMATICS (THE 20TH ANNUAL MEETING OF JAPAN ASSOCIATION FOR MEDICAL INFORMATICS [ CD-ROM]), 28 November 2019 (2019-11-28), pages 160 - 163
Attorney, Agent or Firm:
TAKEI Nobutoshi (JP)
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