Intelligent health state evaluation method and system based on personalized health monitoring

• Main Authors: ZHOU HONGBIN, TAN FANGNING, CHEN YIFAN, XIANG ZHENYONG, FANG SHIJIE, WU QIANSHUI, CHEN ZIYUE
• Format: Patent
• Language: Chinese; English
• Published: 07.05.2024
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; ELECTRIC DIGITAL DATA PROCESSING; HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA; INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS; PHYSICS

The invention discloses an intelligent health state evaluation method and system based on personalized health monitoring, and the method comprises the steps: obtaining each physiological index monitoring value and a historical monitoring value sequence, and carrying out the preprocessing of the historical monitoring value sequence of the physiological indexes, thereby obtaining a historical standard sequence of the physiological indexes; and calculating a difference value between the currently collected physiological index monitoring value and the mean value of the historical standard sequence, comparing the difference value with an error allowable range, determining the health level of the index, and performing corresponding assignment. Inputting each index assignment result into a machine learning classification model for fusion classification, outputting a current total physiological health category, judging the health state of the user according to the current total physiological health category, and prov