Scale Space Methods for Analysis of Type 2 Diabetes Patients' Blood Glucose Values

摘要

We describe how scale space methods can be used for quantitative analysis of blood glucoseconcentrations from type 2 diabetes patients. Blood glucose values were recorded voluntarilyby the patients over one full year as part of a self-management process, where the timeand frequency of the recordings are decided by the patients. This makes a unique datasetin its extent, though with a large variation in reliability of the recordings. Scale space andfrequency space techniques are suited to reveal important features of unevenly sampled data,and useful for identifying medically relevant features for use both by patients as part of theirself-management process, and provide useful information for physicians.