Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceMachine LearningHumansAlgorithmsGlucoseBiosensing Techniques
Time Series Glucose Level Detection in fuel-cell based sensors Using Machine Learning: A Comparative Study of K-NN with Dynamic Time Warping and XGBoost.
Marta Picazo-Cot, Luis Marte, Oriol Guardia-Olivella, Paula Subias-Beltran, Carolina Migliorelli
Published: 202510.1109/EMBC58623.2025.11253806
Abstract
Fuel-cell-based printed sensors offer a self-powered solution for glucose monitoring, ideal for portable and wearable applications. However, variability in current signals from glucose oxidation complicates accurate detection. To address this issue,…
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