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Marco Ross

Eindhoven University of Technology

12H-index
40Paper Count
868Citation Count
Published Papers 18
Publication Date
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Overnight Sleep Staging Using Chest-Worn Accelerometry
errSENSORS
IF3.5
err2024-09-02
err1
errOAAI
errSchipper, Fons; Grassi, Angela; Ross, Marco; Cerny, Andreas; Anderer, Peter; Hermans, Lieke; van Meulen, Fokke; Leentjens, Mickey; Schoustra, Emily; Bosschieter, Pien; van Sloun, Ruud J. G.; Overeem, Sebastiaan; Fonseca, Pedro
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Estimating the Severity of Obstructive Sleep Apnea Using ECG, Respiratory Effort and Neural Networks
err2024-07-01
err0
PREAI
errFonseca, Pedro; Ross, Marco; Cerny, Andreas; Anderer, Peter; Schipper, Fons; Grassi, Angela; van Gilst, Merel; Overeem, Sebastiaan
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Performance of cardiorespiratory-based sleep staging in patients using beta blockers
err2024-04-01
err0
PREAI
errHermans, Lieke; van Meulen, Fokke; Anderer, Peter; Ross, Marco; Cerny, Andreas; van Gilst, Merel; Overeem, Sebastiaan; Fonseca, Pedro
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Autonomic arousal detection and cardio-respiratory sleep staging improve the accuracy of home sleep apnea tests
err2023-08-24
err1
errOAAI
errRoss, Marco; Fonseca, Pedro; Overeem, Sebastiaan; Vasko, Ray; Cerny, Andreas; Shaw, Edmund; Anderer, Peter
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A sleep stage estimation algorithm based on cardiorespiratory signals derived from a suprasternal pressure sensor
err2023-08-12
err1
errOAAI
errCerina, Luca; Overeem, Sebastiaan; Papini, Gabriele B.; van Dijk, Johannes P.; Vullings, Rik; van Meulen, Fokke; Ross, Marco; Cerny, Andreas; Anderer, Peter; Fonseca, Pedro
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A computationally efficient algorithm for wearable sleep staging in clinical populations
err2023-06-06
err10
errOAAI
errFonseca, Pedro; Ross, Marco; Cerny, Andreas; Anderer, Peter; van Meulen, Fokke; Janssen, Hennie; Pijpers, Angelique; Dujardin, Sylvie; van Hirtum, Pauline; van Gilst, Merel; Overeem, Sebastiaan
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Scoring sleep with artificial intelligence enables quantification of sleep stage ambiguity: hypnodensity based on multiple expert scorers and auto-scoring
errSLEEP
IF4.9
err2022-07-03
err35
errOAAI
errBakker, Jessie P.; Ross, Marco; Cerny, Andreas; Vasko, Ray; Shaw, Edmund; Kuna, Samuel; Magalang, Ulysses J.; Punjabi, Naresh M.; Anderer, Peter
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A deep transfer learning approach for wearable sleep stage classification with photoplethysmography
err2021-09-15
err59
errOAAI
errRadha, Mustafa; Fonseca, Pedro; Moreau, Arnaud; Ross, Marco; Cerny, Andreas; Anderer, Peter; Long, Xi; Aarts, Ronald M.
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It is All in the Wrist: Wearable Sleep Staging in a Clinical Population versus Reference Polysomnography
err2021-06-01
err41
errOAAI
errWulterkens, Bernice M.; Fonseca, Pedro; Hermans, Lieke W. A.; Ross, Marco; Cerny, Andreas; Anderer, Peter; Long, Xi; van Dijk, Johannes P.; Vandenbussche, Nele; Pillen, Sigrid; van Gilst, Merel M.; Overeem, Sebastiaan
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Estimating sleep stages using cardiorespiratory signals: validation of a novel algorithm across a wide range of sleep-disordered breathing severity
err2021-03-04
err24
errOAAI
errBakker, Jessie P.; Ross, Marco; Vasko, Ray; Cerny, Andreas; Fonseca, Pedro; Jasko, Jeff; Shaw, Edmund; White, David P.; Anderer, Peter
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Automatic sleep staging using heart rate variability, body movements, and recurrent neural networks in a sleep disordered population
errSLEEP
IF4.9
err2020-04-06
err50
errOAAI
errFonseca, Pedro; van Gilst, Merel M.; Radha, Mustafa; Ross, Marco; Moreau, Arnaud; Cerny, Andreas; Anderer, Peter; Long, Xi; van Dijk, Johannes P.; Overeem, Sebastiaan
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Sleep stage classification from heart-rate variability using long short-term memory neural networks
err2019-10-02
err111
errOAAI
errRadha, Mustafa; Fonseca, Pedro; Moreau, Arnaud; Ross, Marco; Cerny, Andreas; Anderer, Peter; Long, Xi; Aarts, Ronald M.
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Sleep EEG characteristics associated with sleep onset misperception
err2019-05-01
err29
errOAAI
errHermans, Lieke W. A.; Leufkens, Tim R.; van Gilst, Merel M.; Weysen, Tim; Ross, Marco; Anderer, Peter; Overeem, Sebastiaan; Vermeeren, Annemiek
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Deep learning for scoring sleep based on cardiorespiratory signals as compared to auto and multiple manual sleep scorings based on neurological signals
err2018-11-19
err0
PREAI
errAnderer, Peter; Fonseca, Pedro; Ross, Marco; Moreau, Arnaud; Cerny, Andreas; Aubert, Xavier; Klee, Mareike
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Detection of Nocturnal Scratching Movements in Patients with Atopic Dermatitis Using Accelerometers and Recurrent Neural Networks
err2018-07-01
err34
PREAI
errMoreau, Arnaud; Anderer, Peter; Ross, Marco; Cerny, Andreas; Almazan, Timothy H.; Peterson, Barry
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SCORING OF SLEEP ACCORDING TO AASM: ARTIFICIAL INTELLIGENCE VERSUS MULTIPLE HUMAN EXPERT SCORINGS
errSLEEP
IF4.9
err2018-04-27
err0
errOAAI
errAnderer, P.; Moreau, A.; Ross, M.; Cerny, A.; Thusoo, S.
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