Device and method of predicting disease by using elderly cohort data
AssigneesElectronics and Telecommunications Research Institute, Korea Research Institute of Standards and Science
InventorsJae Hak YU, Se Jin PARK, Soon Hyun KWON, Nae Soo KIM, Da Mee KIM, Cheol Sig PYO, Seung Hee Hong
Life of this patent
Estimating the term…
Abstract
The present invention relates to a device and method of predicting disease by using elderly cohort data, and more particularly, to a device and method of predicting disease by using elderly cohort data and an elderly disease prediction model applied thereto, which may predict an outbreak possibility of an elderly disease including cerebral stroke by using cohort data of 60 or more-year-old persons.
Claims17
A method of predicting disease by using elderly cohort data, the method comprising:
- collecting cohort data of an elderly group;
- preprocessing the collected cohort data;
- extracting an attribute in the collected cohort data and selecting a subset corresponding to the extracted attribute;
- and
- analyzing a degree of risk of a disease on the basis of the selected attribute set by using a disease prediction model.
A device for predicting disease by using elderly cohort data, the device comprising:
- a data collector configured to collect cohort data of an elderly group;
- a data preprocessor configured to preprocess the collected cohort data;
- a subset selector configured to extract an attribute in the collected cohort data and select a subset corresponding to the extracted attribute;
- and
- a disease analyzer configured to analyze a degree of risk of a disease on the basis of the selected attribute set by using a disease prediction model.
A method of generating a disease prediction model based on a 1D convolution neural network (CNN) structure by using cohort data of an elderly group, the method comprising:
- placing a pooling layer and a convolution layer extracting a feature of the cohort data preprocessed and input;
- and
- placing a hidden layer for classifying the cohort data.
Dependencies are inferred from the claim text.