Title:
DIAGNOSTIC PREDICTION DEVICE OF LIFESTYLE RELATED DISEASE, DIAGNOSTIC PREDICTION METHOD OF LIFESTYLE RELATED DISEASE, AND PROGRAM
Document Type and Number:
Japanese Patent JP2012064087
Kind Code:
A
Abstract:
To predict whether there is a possibility of an onset of the lifestyle related disease several years later using an artificial neural network.
A neural network comprising a three-layer network having an input layer, at least one intermediate layer, and an output layer learns a possibility of an onset of the lifestyle related disease by a learning pattern consisting of at least six items, an age, a physique index (BMI), a diastolic blood pressure (DBP), HDL cholesterol, LDL cholesterol, and HOMA-IR, and predicts whether or not there is a possibility of the onset of the lifestyle related disease several years later based on medical examination data acquired from a health check and the like.
Inventors:
Hozawa, Shigenari
Hirose, Hiroshi
Takayama, Tetsuro
Hirose, Hiroshi
Takayama, Tetsuro
Application Number:
JP2010000208988
Publication Date:
March 29, 2012
Filing Date:
September 17, 2010
Export Citation:
Assignee:
KEIO GIJUKU
International Classes:
G06Q50/22; A61B5/00; G06N3/00
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