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A finger-to-ear ECG paradigm that combines an in-ear electrode with a rear housing finger-contact electrode in a speaker-equipped earbud is evaluated, establishing finger-to-ear ECG as a robust, morphology-aware paradigm for opportunistic sensing in earables.
EarStreAM is presented, a closed-loop earable system for stress-adaptive meditation that integrates in-ear physiological sensing with personalized, real-time intervention and highlights how in-ear sensing, closed-loop adaptation, and personalized generative meditation can be integrated into an earable system for real-t...
This work introduces earables as a direct, hands-free control platform for neurosurgery using tooth-click input and develops a real-time recognition pipeline whose classifier achieved a median macro F1-score of 98.6% under leave-one-subject-out cross-validation.
Non-invasive blood glucose level (BGL) estimation from photoplethysmography (PPG) holds great promise for wearable health monitoring, but results across studies are hard to compare due to inconsistent datasets, data leakage, and non-standardized evaluation metrics. We present the first reproducible, extensible evaluati...
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