Method for construction and classification of continuous glucose monitoring (CGM) curves

• Main Authors: LOBO BENJAMIN, KOVATCHEV, BORIS, P
• Format: Patent
• Language: Chinese; English
• Published: 12.01.2024
• Subjects: HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA; INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS; PHYSICS

Embodiments relate to a system for developing a model for classifying continuous glucose monitoring (CGM) data. The system includes a processor and a computer memory having instructions stored thereon that, when executed, will cause the processor to determine whether two CGM curves match based on a similarity of shapes of the two CGM curves, each CGM curve including a data set of CGM measurements. The processor designates two matching CGM curves as a pair of CGM curves. The processor converts the CGM curve pair into a pattern. The processor marks the pattern as a marked pattern based on the clinical feature. The processor recursively repeats the determining, specifying, and converting steps of the pairing process of the CGM curves until a limited pattern set is created that includes a marking pattern of data points used as classification. The processor monitors, analyzes, or affects the concentration of glucose levels in the fluid. 实施例涉及用于开发用于分类连续葡萄糖监测(CGM)数据的模型的系统。该系统包括处理器和其上存储有指令的计算机存储器，该指令在被执行时将使处理器基于两个CGM