Automated Epileptic Seizure Detection Based on Wearable ECG and PPG in a Hospital Environment
Vandecasteele, Kaat, De Cooman, Thomas, Gu, Ying, Cleeren, Evy, Claes, Kasper, Paesschen, Wim Van, Huffel, Sabine Van, Hunyadi, Borbála
Published in Sensors (Basel, Switzerland) (13.10.2017)
Published in Sensors (Basel, Switzerland) (13.10.2017)
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Journal Article
Automated Detection of Tonic-Clonic Seizures Using 3-D Accelerometry and Surface Electromyography in Pediatric Patients
Milosevic, Milica, Van de Vel, Anouk, Bonroy, Bert, Ceulemans, Berten, Lagae, Lieven, Vanrumste, Bart, Van Huffel, Sabine
Published in IEEE journal of biomedical and health informatics (01.09.2016)
Published in IEEE journal of biomedical and health informatics (01.09.2016)
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Journal Article
Evaluation of a Commercial Ballistocardiography Sensor for Sleep Apnea Screening and Sleep Monitoring
Huysmans, Dorien, Borzée, Pascal, Testelmans, Dries, Buyse, Bertien, Willemen, Tim, Huffel, Sabine Van, Varon, Carolina
Published in Sensors (Basel, Switzerland) (08.05.2019)
Published in Sensors (Basel, Switzerland) (08.05.2019)
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Journal Article
Nonconvulsive Epileptic Seizure Detection in Scalp EEG Using Multiway Data Analysis
Aldana, Yissel Rodriguez, Hunyadi, Borbala, Reyes, Enrique J. Maranon, Rodriguez, Valia Rodriguez, Van Huffel, Sabine
Published in IEEE journal of biomedical and health informatics (01.03.2019)
Published in IEEE journal of biomedical and health informatics (01.03.2019)
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Journal Article
Machine Learning Approach for Classifying Multiple Sclerosis Courses by Combining Clinical Data with Lesion Loads and Magnetic Resonance Metabolic Features
Ion-Mărgineanu, Adrian, Kocevar, Gabriel, Stamile, Claudio, Sima, Diana M, Durand-Dubief, Françoise, Van Huffel, Sabine, Sappey-Marinier, Dominique
Published in Frontiers in neuroscience (11.07.2017)
Published in Frontiers in neuroscience (11.07.2017)
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Journal Article
Explaining Support Vector Machines: A Color Based Nomogram
Van Belle, Vanya, Van Calster, Ben, Van Huffel, Sabine, Suykens, Johan A K, Lisboa, Paulo
Published in PloS one (10.10.2016)
Published in PloS one (10.10.2016)
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Journal Article
A machine learning algorithm for electrocardiographic fQRS quantification validated on multi-center data
Villa, Amalia, Vandenberk, Bert, Kenttä, Tuomas, Ingelaere, Sebastian, Huikuri, Heikki V, Zabel, Markus, Friede, Tim, Sticherling, Christian, Tuinenburg, Anton, Malik, Marek, Van Huffel, Sabine, Willems, Rik, Varon, Carolina
Published in Scientific reports (26.04.2022)
Published in Scientific reports (26.04.2022)
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Journal Article
Functional form estimation using oblique projection matrices for LS-SVM regression models
Caicedo, Alexander, Varon, Carolina, Van Huffel, Sabine, Suykens, Johan A K
Published in PloS one (07.06.2019)
Published in PloS one (07.06.2019)
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Journal Article
Tensor-based classification of an auditory mobile BCI without a subject-specific calibration phase
Zink, Rob, Hunyadi, Borbála, Huffel, Sabine Van, Vos, Maarten De
Published in Journal of neural engineering (01.04.2016)
Published in Journal of neural engineering (01.04.2016)
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Journal Article
Tensor-Based Method for Residual Water Suppression in [Formula Omitted]H Magnetic Resonance Spectroscopic Imaging
Nagaraja, Bharath Halandur, Debals, Otto, Sima, Diana M, Himmelreich, Uwe, Lieven De Lathauwer, Sabine Van Huffel
Published in IEEE transactions on biomedical engineering (01.02.2019)
Published in IEEE transactions on biomedical engineering (01.02.2019)
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Journal Article
Temporal Changes in Beat‐to‐Beat Variability of Repolarization Predict Imminent Nonsustained Ventricular Tachycardia in Patients With Ischemic and Nonischemic Dilated Cardiomyopathy
Amoni, Matthew, Ingelaere, Sebastian, Moeyersons, Jonathan, Vandenberk, Bert, Claus, Piet, Lemmens, Robin, Van Huffel, Sabine, Sipido, Karin, Varon, Carolina, Willems, Rik
Published in Journal of the American Heart Association (05.07.2022)
Published in Journal of the American Heart Association (05.07.2022)
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Journal Article
Weighted Performance Metrics for Automatic Neonatal Seizure Detection Using Multiscored EEG Data
Ansari, Amir Hossein, Cherian, Perumpillichira Joseph, Caicedo Dorado, Alexander, Jansen, Katrien, Dereymaeker, Anneleen, De Wispelaere, Leen, Dielman, Charlotte, Vervisch, Jan, Govaert, Paul, De Vos, Maarten, Naulaers, Gunnar, Huffel, Sabine Van
Published in IEEE journal of biomedical and health informatics (01.07.2018)
Published in IEEE journal of biomedical and health informatics (01.07.2018)
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Journal Article
Measuring Near-Infrared Spectroscopy Derived Cerebral Autoregulation in Neonates: From Research Tool Toward Bedside Multimodal Monitoring
Thewissen, Liesbeth, Caicedo, Alexander, Lemmers, Petra, Van Bel, Frank, Van Huffel, Sabine, Naulaers, Gunnar
Published in Frontiers in pediatrics (14.05.2018)
Published in Frontiers in pediatrics (14.05.2018)
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Journal Article
Semi-automated brain tumor segmentation on multi-parametric MRI using regularized non-negative matrix factorization
Sauwen, Nicolas, Acou, Marjan, Sima, Diana M, Veraart, Jelle, Maes, Frederik, Himmelreich, Uwe, Achten, Eric, Huffel, Sabine Van
Published in BMC medical imaging (04.05.2017)
Published in BMC medical imaging (04.05.2017)
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Journal Article
Can ECG monitoring identify seizures?
Varon, Carolina, PhD, Jansen, Katrien, MD, PhD, Lagae, Lieven, MD, PhD, Van Huffel, Sabine, MD, PhD
Published in Journal of electrocardiology (01.11.2015)
Published in Journal of electrocardiology (01.11.2015)
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Journal Article
Short-Term Exercise Progression of Cardiovascular Patients throughout Cardiac Rehabilitation: An Observational Study
De Cannière, Hélène, Smeets, Christophe J P, Schoutteten, Melanie, Varon, Carolina, Morales Tellez, John F, Van Hoof, Chris, Huffel, Sabine Van, Groenendaal, Willemijn, Vandervoort, Pieter
Published in Journal of clinical medicine (29.09.2020)
Published in Journal of clinical medicine (29.09.2020)
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Journal Article