使用心肺信号估计睡眠阶段：在广泛的睡眠呼吸障碍严重程度范围 …
我们开发了心肺睡眠分期 (CReSS) 算法，用于使用心率变异性和呼吸来估计睡眠阶段，允许在家庭睡眠测试期间估计睡眠分期。 我们的目标是根据手动多导睡眠图 (PSG) 睡眠分期的黄金标 …
Estimating sleep stages using cardiorespiratory signals: validation …
2021年7月1日 · This study analyzed the performance of the novel CReSS algorithm designed to estimate sleep stages from respiratory and heart rate signals, with reference to the gold …
Overnight Sleep Staging Using Chest-Worn Accelerometry - MDPI
2024年9月2日 · CReSS was validated using 296 overnight PSG recordings, and a substantial agreement was found between sleep stages derived from the AASM-recommended signals for …
Autonomic arousal detection and cardio-respiratory sleep staging ...
2023年8月24日 · Polysomnography (PSG) is the gold standard to assess sleep as well as associated events. Polygraphy (PG) refers to a recording setup without neurological signals, …
Overview of the hypnodensity approach to scoring sleep for ...
2023年4月17日 · The AI-based Somnolyzer-CReSS algorithm uses as input cardiorespiratory signals, and outputs sleep stage probabilities per 30-s epoch for stages Wake, LS, DS and …
Study Objectives: We have developed the CardioRespiratory Sleep Staging (CReSS) algorithm for estimating sleep stages using heart rate variability and respiration, allowing for estimation …
Estimating sleep stages using cardiorespiratory signals: validation …
Our objective was to undertake an epoch-by-epoch validation of algorithm performance against the gold-standard of manual polysomnography (PSG) sleep-staging. Methods: Using 296 …
(PDF) Estimating sleep stages using cardiorespiratory signals ...
Study Objectives: We have developed the CardioRespiratory Sleep Staging (CReSS) algorithm for estimating sleep stages using heart rate variability and respiration, allowing for estimation …
Sleep Stage Probabilities Derived from Neurological or ...
2024年10月19日 · The AI-based classifier using the cardiorespiratory signals (CReSS) can also output sleep stage probabilities per 30-s epoch for stages Wake, LS, DS, and REM sleep. The …
Automated Scoring of Sleep and Associated Events
2022年10月11日 · To demonstrate the performance of the cardiorespiratory sleep staging (CReSS) for the study shown in Fig. 7.2, we deleted all electrophysiological channels from the …