The application discloses a rural elderly mild
cognitive impairment risk prediction and stratified
nursing management
auxiliary system and method, and belongs to the technical field of intelligent
nursing and mobile health auxiliary screening. The
system comprises an application path selection module, a
data acquisition module, a data preprocessing module, a
nursing evaluation and scale automatic scoring module, a risk prediction module, a
risk stratification module, an explanation output module, a nursing suggestion generation module and a mobile terminal display module. Through the rapid screening version, simple variables are collected; through the standard evaluation version, GDS-15, IADL, PSQI, SSRS and other scale items are embedded and automatically scored; a pre-trained
machine learning model is called to output MCI risk
prediction probability, low, medium and high risks are divided, and corresponding reevaluation frequency and stratified
nursing management suggestions are generated. The application can display the results through a webpage
calculator or a WeChat applet, is used for
primary screening assistance and risk communication, and does not replace
clinical diagnosis.