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REM sleep reduction effects on depression syndromes,

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stat.ME 1

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2026 1

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CONDITIONAL 1

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OSSMM: An Open-Source Sleep Monitor and Modulator

stat.ME · 2026-05-18 · conditional · novelty 7.0

OSSMM is a low-cost open-source wearable headband using CTPU electrodes and machine learning that achieves four-stage sleep classification with 0.77 accuracy in a 15-night single-participant test.

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  • OSSMM: An Open-Source Sleep Monitor and Modulator stat.ME · 2026-05-18 · conditional · none · ref 3

    OSSMM is a low-cost open-source wearable headband using CTPU electrodes and machine learning that achieves four-stage sleep classification with 0.77 accuracy in a 15-night single-participant test.