Construction method of model for evaluating possibility of suffering from hepatocellular carcinoma of subject

• Main Authors: FAN JIA, SUN HUICHUAN, SUN YUNFAN, PENG HAIXIANG, HU JIE, QIU SHUANGJIAN, ZHOU JIAN, YANG XINRONG, WEN DONG, CHEN LIMENG
• Format: Patent
• Language: Chinese; English
• Published: 08.03.2024
• Subjects: CALCULATING; 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 provides a method, a system and a kit for constructing a model for evaluating the probability that a subject suffers from hepatocellular carcinoma, electronic equipment applying the construction method and a computer readable medium storing computer program codes. The construction method comprises the steps of obtaining a plurality of independent variables, carrying out screening and data processing on the independent variables, further screening effective independent variables in a regression model training process, reducing the number of the independent variables, obtaining a relationship among the independent variables through correlation analysis, carrying out replacement and combination by adopting the independent variables with a replacement relationship, and obtaining a regression model. And obtaining a plurality of prediction models. According to the prediction model, a good prediction result can be obtained by using fewer effective independent variables, the prediction efficiency is hig