COMPUTER-IMPLEMENTED SYSTEM AND METHOD FOR REMOTE MONITORING AND EARLY DETECTION OF HEALTH RISKS IN AN INDIVIDUAL, PARTICULARLY AN ELDERLY PERSON
개요
발명자
JACQUES-HENRI VEYRON
IPC 분류
CPC 분류
A computer-implemented method and system for assessing, within a predetermined future time widow, a risk of a hospital transfer of a monitored individual. In the data collection phase, an outcome data relating to hospital admission and a plurality of dated status sheets are acquired having at least four indicators. In the model training phase, a training dataset is built, and a model of machine learning algorithm is trained on the training dataset. In the operational analysis phase, new data sheets at distinct time points are acquired, the trained model is applied to compute a risk score of the hospital transfer, at predefined analysis intervals, the risk score is updated and an alert is automatically generated when the risk score or its temporal trend exceeds the threshold and is transmitted to a monitoring platform or a healthcare professional.
원문 (중국어)
A computer-implemented method and system for assessing, within a predetermined future time widow, a risk of a hospital transfer of a monitored individual. In the data collection phase, an outcome data relating to hospital admission and a plurality of dated status sheets are acquired having at least four indicators. In the model training phase, a training dataset is built, and a model of machine learning algorithm is trained on the training dataset. In the operational analysis phase, new data sheets at distinct time points are acquired, the trained model is applied to compute a risk score of the hospital transfer, at predefined analysis intervals, the risk score is updated and an alert is automatically generated when the risk score or its temporal trend exceeds the threshold and is transmitted to a monitoring platform or a healthcare professional.