Cléo Nicolier

Alignment-free convolutional neural network classification of glycemic states in type 1 diabetes from GC–IMS breath spectra

Abstract Reliable detection of glycemic dysregulation, particularly hypoglycemia, is essential for people with diabetes, yet current approaches rely on capillary blood sampling or require subcutaneous sensor insertion. Breath analysis offers a non-invasive alternative by capturin...