Title:
MACHINE LEARNING-BASED METHOD FOR PREDICTING CLINICAL OUTCOMES OR PROGNOSIS OF ANTICANCER THERAPY
Document Type and Number:
WIPO Patent Application WO/2023/101037
Kind Code:
A1
Abstract:
Provided is a machine learning- based method for predicting clinical outcomes or the prognosis of an anticancer therapy by means of a computing device for predicting clinical outcomes or the prognosis of an examinee. One embodiment according to the present invention comprises the steps of: acquiring raw data including functional, genetic, and clinical data on a plurality of examinees; constructing a prediction model for clinical outcomes or a prognosis by using the raw data as features to train a machine learning model; and predicting clinical outcomes or the prognosis of an examinee by using the prediction model.
Inventors:
KOO JA MIN (KR)
CHOI KYU CHEOL (KR)
LIM SUNG WON (KR)
CHOI KYU CHEOL (KR)
LIM SUNG WON (KR)
Application Number:
PCT/KR2021/017819
Publication Date:
June 08, 2023
Filing Date:
November 30, 2021
Export Citation:
Assignee:
IMPRIMED KOREA INC (KR)
International Classes:
G16H50/50; G06N20/00; G16B40/00; G16H50/20; G16H50/70
Foreign References:
| KR20210081547A | 2021-07-02 | |||
| KR20200068305A | 2020-06-15 | |||
| KR102182091B1 | 2020-11-23 | |||
| KR20190009166A | 2019-01-28 | |||
| US20200126636A1 | 2020-04-23 |
Attorney, Agent or Firm:
LEE, Chul (KR)
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