KOREA INSTITUTE OF SCIENCE &； TECHNOLOGY INFORMATION
发明人:
Hong Woo Chun,Hee Chel Kim,Seon Ho Kim,Jung Joon Kim,Byoung Youl Coh,Oh Jin Kwon,Yeong Ho Moon
申请号：
US16908563
公开号：
US20200315518A1
申请日:
2020.06.22
申请国别(地区):
US
年份:
2020
代理人:
摘要：
The present disclosure processes a user's medical data for each year to be input to a machine learning device for predicting dementia, and a data set composed of optimal features is constructed. The optimal features include at least information on the user's disease history, and the user's medical information for each year in the last 7 years or less. Precise prediction and diagnosis of dementia may be made by constructing the optimal features identified through experiments in the user's medical data for each year. Since the experimental results show that the prediction results of observing a disease history of 7 years or less may be the best, rather than observing medical information for a long period of time, the appropriate criteria may be suggested for predicting dementia.
