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Smart Diaper Sensor-Based Voiding-Pattern Classification Using Label-Efficient Contrastive Time-Series Learning

Published in Electronics • Aug 17, 2026
Authors:
Hakjin Lee
,
Seung-Min Jeong
,
Chae Lin Seok

Abstract

Smart-diaper signals collected during routine care are affected by sensor noise, transmission gaps, variable event durations, and limited labels, making normal voiding (NV) and urinary incontinence (UI) difficult to distinguish using threshold-based detection alone. We developed a label-efficient ti...

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