2015 Computing in Cardiology Conference (CinC) 2015
DOI: 10.1109/cic.2015.7408650
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Real-time detection of sleep breathing disorders

Abstract: International audienceDiagnosis of sleep-related breathing disorders (SBD) usually relies on manual retrospective analysis of the signals recorded during a whole night. We evaluated a novel detector, implemented in a cardio-respiratory Holter device, and capable of automatic event-based detection of SBDs in real time. Events (hypopneas and apneas) detected in real time were compared to those scored on the simultaneously recorded gold standard polysomnography (PSG). 4240 events were recorded by the PSG in 30 se… Show more

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Cited by 6 publications
(9 citation statements)
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“…Current work is in progress in this direction. Regarding technical aspects, the 6 second time delay requirement for identification of events before triggering stimulation bursts will be reduced in future iterations of the detection algorithm 20 . An additional decrease of event durations is expected with associated reduction in the amount of nocturnal hypoxia.…”
Section: Discussionmentioning
confidence: 99%
See 1 more Smart Citation
“…Current work is in progress in this direction. Regarding technical aspects, the 6 second time delay requirement for identification of events before triggering stimulation bursts will be reduced in future iterations of the detection algorithm 20 . An additional decrease of event durations is expected with associated reduction in the amount of nocturnal hypoxia.…”
Section: Discussionmentioning
confidence: 99%
“…We conducted a multicenter, proof-of-concept, open-label, prospective study comparing, within a single night, kinesthetic stimulation "on" or "off " periods at 5 hospital-based university centers in France (Grenoble, Montpellier, Angers, Tours and Rennes). Details of the PASITHEA kinesthetic stimulation system have been previously reported 20,22 . The study was conducted in accordance with applicable good clinical practice requirements in Europe, French law, ICH E6 recommendations, and the ethical principles of the Helsinki Declaration (1996 and 2000).…”
Section: Methodsmentioning
confidence: 99%
“…Concerning respiratory event detection, the initial method presented by our team in [11], was improved and evaluated retrospectively. It should be noticed that the proposed method has been developed for a real-time control application, in order to activate the kinesthetic therapy.…”
Section: Discussionmentioning
confidence: 99%
“…A hypopnea event is detected when inhalation amplitude falls below 50% below inhalation baseline for more than δ h ∈ [5, ..., 10] seconds. A complete description, as well as a prospective evaluation of this method can be found on a recent publication [11]. In this paper, we propose an improvement of this detector, integrating the following modifications:…”
Section: Real-time Respiratory Event Detectormentioning
confidence: 99%
“…The NP signal is processed by a real-time apnea/hypopnea detector which has three possibles outputs: no apnea/hypopnea detected, apnea detected and hypopnea detected. A complete description of the apnea/hypopnea detector was published in [7].…”
Section: Controller Descriptionmentioning
confidence: 99%