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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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
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
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
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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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
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
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
A Review on Atrial Fibrillation Detection From Ambulatory ECG
Ma, Caiyun, Xiao, Zhijun, Zhao, Lina, Biton, Shany, Behar, Joachim A., Long, Xi, Vullings, Rik, Aarts, Ronald M., Li, Jianqing, Liu, Chengyu
Published in IEEE transactions on biomedical engineering (01.03.2024)
Published in IEEE transactions on biomedical engineering (01.03.2024)
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Journal Article
EEG analysis of seizure patterns using visibility graphs for detection of generalized seizures
Wang, Lei, Long, Xi, Arends, Johan B.A.M., Aarts, Ronald M.
Published in Journal of neuroscience methods (01.10.2017)
Published in Journal of neuroscience methods (01.10.2017)
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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
Assessment of Multi-Joint Coordination and Adaptation in Standing Balance: A Novel Device and System Identification Technique
Engelhart, Denise, Schouten, Alfred C., Aarts, Ronald G. K. M., van der Kooij, Herman
Published in IEEE transactions on neural systems and rehabilitation engineering (01.11.2015)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.11.2015)
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Journal Article
Detecting Atrial Fibrillation and Atrial Flutter in Daily Life Using Photoplethysmography Data
Eerikainen, Linda M., Bonomi, Alberto G., Schipper, Fons, Dekker, Lukas R. C., de Morree, Helma M., Vullings, Rik, Aarts, Ronald M.
Published in IEEE journal of biomedical and health informatics (01.06.2020)
Published in IEEE journal of biomedical and health informatics (01.06.2020)
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Journal Article
Reduction of Periodic Motion Artifacts in Photoplethysmography
Wijshoff, Ralph W. C. G. R., Mischi, Massimo, Aarts, Ronald M.
Published in IEEE transactions on biomedical engineering (01.01.2017)
Published in IEEE transactions on biomedical engineering (01.01.2017)
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Journal Article