A Method for Nocturia Monitoring in Smart Home Using Decision Trees

Nocturia is widely regarded as urological with the symptom of the need to wake during bedtime one or more times, which causes to sleep loss. In this paper, we presented the method for nocturia monitoring with number of times of urination during bedtime and duration time of sleep before wake to urinate. The proposed method is the use of a few required sensors and decision trees. This method can be used for a follow-up to the symptom of a person with nocturia.