Disease prediction system based on patient's medical data
A disease prediction system based on the medical data of a patient according to the present invention comprises: a medical data extraction part that extracts the medical data of the patient through an approval of a clinical research review committee; a medical data construction part that constructs...
Saved in:
Main Author | |
---|---|
Format | Patent |
Language | English Korean |
Published |
06.07.2022
|
Subjects | |
Online Access | Get full text |
Cover
Loading…
Summary: | A disease prediction system based on the medical data of a patient according to the present invention comprises: a medical data extraction part that extracts the medical data of the patient through an approval of a clinical research review committee; a medical data construction part that constructs the independent data per disease or per hospital through a pre-processing process of the medical data of the patient extracted by the medical data extraction part; a model forming part that forms a learning model of an intelligent software per disease for the data constructed by the medical data construction part; and a disease prediction part that predicts the disease of the patient based on the learning model formed by the model forming part. Therefore, the present invention is capable of providing a personalized service to the patient.
본 발명에 따른 환자의 의료데이터를 기초로 한 질병 예측 시스템은, 임상연구심의위원회의 승인을 통해 환자의 의료데이터를 추출하는 의료데이터 추출부; 상기 의료데이터 추출부에 의해 추출된 상기 환자의 의료데이터를 전처리 과정을 통해 질환별 또는 병원별로 독립된 데이터를 구축하는 의료데이터 구축부; 상기 의료데이터 구축부에 의해 구축된 데이터를 질환별로 지능형 스프트웨어의 학습 모델을 형성하는 모델 형성부; 및 상기 모델 형성부에 의해 형성된 학습 모델을 기초로 하여 상기 환자의 질병을 예측하는 질병 예측부;를 포함하는 것을 특징으로 할 수 있다. |
---|---|
Bibliography: | Application Number: KR20200186079 |