SYSTEME DE SURVEILLANCE DE DIABETE DE PATIENT AVEC GROUPEMENT DE PROFILS CGM QUOTIDIENS NON SUPERVISES (OU PROFILS D'INSULINE) ET PROCEDE CORRESPONDANT
DUKE, DAVID L.,STEIGER, BERND,MANOHAR, CHINMAY UDAY
申请号：
CA3016149
公开号：
CA3016149A1
申请日:
2017.02.23
申请国别(地区):
CA
年份:
2017
代理人:
摘要：
A patient diabetes monitoring system with an efficient unsupervised daily monitoring profile clustering algorithm, a method, and a computer product thereof are disclosed. The system may include a physiological data input device or sensor which receives a plurality of physiological measurements to generate a dataset, a memory which stores a clustering algorithm, and a processor. The clustering algorithm when executed by the processor, causes the processor to automatically pre-process the dataset to control an amount of bias/aggressiveness from the collected unsupervised daily monitoring profiles, thereby generating a pre-processed dataset, build a similarity matrix from the pre-processed dataset, and output an optimum number of similarity clusters found by the processor from the similarity matrix.
