TASK OPTIMIZATION IN REMOTE HEALTH MONITORING SYSTEMS

摘要

Systems, methods, and devices are disclosed that monitor the health status of patients. Dynamic task management functions apply data analytics to discretize continuous data values from monitored patients, and apply association rule mining techniques to prioritized required user tasks. Embodiments of the present disclosure minimize the number of daily action items required by patients. The remaining action items maximize information gain, thereby improving the overall level of patient adherence and satisfaction without losing health monitoring effectiveness.

主权项

1. A computer-implemented method of optimizing data collection tasks for patient monitoring, the method comprising:
performing, by a computing device, a set of data collection tasks to obtain a set of monitoring data; processing, by a computing device, the set of monitoring data to detect one or more association rules between two or more data collection tasks in the set of data collection tasks; and optimizing, by a computing device, the set of data collection tasks based on the detected association rules.