Sleep stage classification from heart-rate variability using long short-term memory neural networks
Radha, Mustafa, Fonseca, Pedro, Moreau, Arnaud, Ross, Marco, Cerny, Andreas, Anderer, Peter, Long, Xi, Aarts, Ronald M.
Published in Scientific reports (02.10.2019)
Published in Scientific reports (02.10.2019)
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Epileptic Seizure Detection by Cascading Isolation Forest-based Anomaly Screening and EasyEnsemble
Guo, Yao, Jiang, Xinyu, Tao, Linkai, Meng, Long, Dai, Chenyun, Long, Xi, Wan, Feng, Zhang, Yuan, Van Dijk, Johannes, Aarts, Ronald M., Chen, Wei, Chen, Chen
Published in IEEE transactions on neural systems and rehabilitation engineering (01.01.2022)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.01.2022)
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A Survey of Stimulation Methods Used in SSVEP-Based BCIs
Zhu, Danhua, Bieger, Jordi, Garcia Molina, Gary, Aarts, Ronald M.
Published in Computational Intelligence and Neuroscience (2010)
Published in Computational Intelligence and Neuroscience (2010)
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Journal Article
Measures of cardiovascular autonomic activity in insomnia disorder: A systematic review
Nano, Marina-Marinela, Fonseca, Pedro, Vullings, Rik, Aarts, Ronald M
Published in PloS one (23.10.2017)
Published in PloS one (23.10.2017)
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Journal Article
A comparison of probabilistic classifiers for sleep stage classification
Fonseca, Pedro, den Teuling, Niek, Long, Xi, Aarts, Ronald M
Published in Physiological measurement (15.05.2018)
Published in Physiological measurement (15.05.2018)
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Journal Article
Atrial Fibrillation Detection Using a Novel Cardiac Ambulatory Monitor Based on Photo-Plethysmography at the Wrist
Bonomi, Alberto G, Schipper, Fons, Eerikäinen, Linda M, Margarito, Jenny, van Dinther, Ralph, Muesch, Guido, de Morree, Helma M, Aarts, Ronald M, Babaeizadeh, Saeed, McManus, David D, Dekker, Lukas R C
Published in Journal of the American Heart Association (07.08.2018)
Published in Journal of the American Heart Association (07.08.2018)
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Journal Article
Lying Awake at Night: Cardiac Autonomic Activity in Relation to Sleep Onset and Maintenance
Nano, Marina, Fonseca, Pedro, Overeem, Sebastiaan, Vullings, Rik, Aarts, Ronald M
Published in Frontiers in neuroscience (15.01.2020)
Published in Frontiers in neuroscience (15.01.2020)
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Journal Article
Hybrid Optical Unobtrusive Blood Pressure Measurements
Zhang, Guangfei, Shan, Caifeng, Kirenko, Ihor, Long, Xi, Aarts, Ronald M
Published in Sensors (Basel, Switzerland) (01.07.2017)
Published in Sensors (Basel, Switzerland) (01.07.2017)
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Journal Article
Novel Framework: Face Feature Selection Algorithm for Neonatal Facial and Related Attributes Recognition
Awais, Muhammad, Chen, Chen, Long, Xi, Yin, Bin, Nawaz, Anum, Abbasi, Saadullah Farooq, Akbarzadeh, Saeed, Tao, Linkai, Lu, Chunmei, Wang, Laishuan, Aarts, Ronald M., Chen, Wei
Published in IEEE access (2020)
Published in IEEE access (2020)
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Journal Article
Combining Cardiorespiratory Signals and Video-Based Actigraphy for Classifying Preterm Infant Sleep States
Zhang, Dandan, Peng, Zheng, Van Pul, Carola, Overeem, Sebastiaan, Chen, Wei, Dudink, Jeroen, Andriessen, Peter, Aarts, Ronald M, Long, Xi
Published in Children (Basel) (01.11.2023)
Published in Children (Basel) (01.11.2023)
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Journal Article
Sleep stage classification with ECG and respiratory effort
Fonseca, Pedro, Long, Xi, Radha, Mustafa, Haakma, Reinder, Aarts, Ronald M, Rolink, Jérôme
Published in Physiological measurement (01.10.2015)
Published in Physiological measurement (01.10.2015)
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Journal Article
Cardiorespiratory Sleep Stage Detection Using Conditional Random Fields
Fonseca, Pedro, den Teuling, Niek, Xi Long, Aarts, Ronald M.
Published in IEEE journal of biomedical and health informatics (01.07.2017)
Published in IEEE journal of biomedical and health informatics (01.07.2017)
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Journal Article
Validation of Photoplethysmography-Based Sleep Staging Compared With Polysomnography in Healthy Middle-Aged Adults
Fonseca, Pedro, Weysen, Tim, Goelema, Maaike S, Møst, Els I S, Radha, Mustafa, Lunsingh Scheurleer, Charlotte, van den Heuvel, Leonie, Aarts, Ronald M
Published in Sleep (New York, N.Y.) (01.07.2017)
Published in Sleep (New York, N.Y.) (01.07.2017)
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Journal Article
The acoustics of snoring
Pevernagie, Dirk, Aarts, Ronald M, De Meyer, Micheline
Published in Sleep medicine reviews (01.04.2010)
Published in Sleep medicine reviews (01.04.2010)
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Journal Article
Characterizing cardiorespiratory interaction in preterm infants across sleep states using visibility graph analysis
Zhang, Dandan, Long, Xi, Xu, Lin, Werth, Jan, Wijshoff, Ralph, Aarts, Ronald M, Andriessen, Peter
Published in Journal of applied physiology (1985) (01.04.2021)
Published in Journal of applied physiology (1985) (01.04.2021)
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Journal Article
Effects of Between- and Within-Subject Variability on Autonomic Cardiorespiratory Activity during Sleep and Their Limitations on Sleep Staging: A Multilevel Analysis
Fonseca, Pedro, Leufkens, Tim R. M., Haakma, Reinder, Long, Xi, Aarts, Ronald M.
Published in Computational Intelligence and Neuroscience (01.01.2015)
Published in Computational Intelligence and Neuroscience (01.01.2015)
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