| 摘要 |
<P>PROBLEM TO BE SOLVED: To predict whether there is a possibility of an onset of the lifestyle related disease several years later using an artificial neural network. <P>SOLUTION: 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. <P>COPYRIGHT: (C)2012,JPO&INPIT |
