Sabine Van Huffel

Sabine Van Huffel

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Sabine Van Huffel

Publications by authors named "Sabine Van Huffel"

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Semi-automated EEG Enhancement Improves Localization of Ictal Onset Zone With EEG-Correlated fMRI.

Front Neurol 2019 2;10:805. Epub 2019 Aug 2.

Department of Electrical Engineering (ESAT), STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, Leuven, Belgium.

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http://dx.doi.org/10.3389/fneur.2019.00805DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6688528PMC
August 2019

Artefact detection and quality assessment of ambulatory ECG signals.

Comput Methods Programs Biomed 2019 Aug 24;182:105050. Epub 2019 Aug 24.

Department of Electrical Engineering, KU Leuven, B-3001 Leuven, Belgium. Electronic address:

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http://dx.doi.org/10.1016/j.cmpb.2019.105050DOI Listing
August 2019

Sensorimotor cortex neurometabolite levels as correlate of motor performance in normal aging: evidence from a H-MRS study.

Neuroimage 2019 Jul 23;202:116050. Epub 2019 Jul 23.

Movement Control & Neuroplasticity Research Group, Department of Movement Sciences, Group Biomedical Sciences, KU Leuven, Belgium; KU Leuven, Leuven Brain Institute (LBI), Leuven, Belgium.

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http://dx.doi.org/10.1016/j.neuroimage.2019.116050DOI Listing
July 2019

Functional form estimation using oblique projection matrices for LS-SVM regression models.

PLoS One 2019 7;14(6):e0217967. Epub 2019 Jun 7.

Department of Electrical Engineering ESAT-STADIUS Center for Dynamical Systems, Signal Processing, and Data Analytics/KU Leuven, Belgium.

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http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0217967PLOS
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6555528PMC
June 2019

Neonatal Seizure Detection Using Deep Convolutional Neural Networks.

Int J Neural Syst 2019 May 2;29(4):1850011. Epub 2018 Apr 2.

1 Department of Electrical Engineering, KU Leuven, 3001 Leuven, Belgium.

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http://dx.doi.org/10.1142/S0129065718500119DOI Listing
May 2019

Evaluation of a Commercial Ballistocardiography Sensor for Sleep Apnea Screening and Sleep Monitoring.

Sensors (Basel) 2019 May 8;19(9). Epub 2019 May 8.

KU Leuven, Department of Electrical Engineering (ESAT), STADIUS Center for Dynamical Systems, Signal Processing, and Data Analytics, 3000 Leuven, Belgium.

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http://dx.doi.org/10.3390/s19092133DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6539222PMC
May 2019

Autonomic Dysfunction Increases Cardiovascular Risk in the Presence of Sleep Apnea.

Front Physiol 2019 17;10:620. Epub 2019 May 17.

Department of Electrical Engineering-ESAT, STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, KU Leuven, Leuven, Belgium.

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http://dx.doi.org/10.3389/fphys.2019.00620DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6534181PMC
May 2019

Ictal autonomic changes as a tool for seizure detection: a systematic review.

Clin Auton Res 2019 Apr 30;29(2):161-181. Epub 2018 Oct 30.

Stichting Epilepsie Instellingen Nederland (SEIN), Heemstede, P.O. Box 540, 2130 AM, Hoofddorp, The Netherlands.

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http://link.springer.com/10.1007/s10286-018-0568-1
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http://dx.doi.org/10.1007/s10286-018-0568-1DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6459795PMC
April 2019

Inter- and intra-observer variability of visual fragmented QRS scoring in ischemic and non-ischemic cardiomyopathy.

J Electrocardiol 2018 May - Jun;51(3):549-554. Epub 2017 Dec 7.

Department of Cardiovascular Sciences, KU Leuven, Leuven, Belgium; Department of Cardiology, University Hospitals Leuven, Leuven, Belgium.

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http://dx.doi.org/10.1016/j.jelectrocard.2017.12.002DOI Listing
March 2019

Automatic Screening of Sleep Apnea Patients Based on the SpO Signal.

IEEE J Biomed Health Inform 2019 03 22;23(2):607-617. Epub 2018 Mar 22.

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http://dx.doi.org/10.1109/JBHI.2018.2817368DOI Listing
March 2019

Unsupervised respiratory signal extraction from ungated cardiac magnetic resonance imaging at rest and during exercise.

Phys Med Biol 2019 Mar 8;64(6):065001. Epub 2019 Mar 8.

KU Leuven, Department of Cardiovascular Sciences, Cardiovascular Imaging and Dynamics, Leuven, Belgium.

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http://dx.doi.org/10.1088/1361-6560/ab02cdDOI Listing
March 2019

Automated EEG background analysis to identify neonates with hypoxic-ischemic encephalopathy treated with hypothermia at risk for adverse outcome: A pilot study.

Pediatr Neonatol 2019 02 4;60(1):50-58. Epub 2018 Apr 4.

Department of Development and Regeneration, University Hospitals Leuven, Neonatal Intensive Care Unit, KU Leuven (University of Leuven), Leuven, Belgium; Department of Development and Regeneration, University Hospitals Leuven, Child Neurology, KU Leuven (University of Leuven), Leuven, Belgium.

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http://dx.doi.org/10.1016/j.pedneo.2018.03.010DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6372079PMC
February 2019

Measurement of Neurovascular Coupling in Neonates.

Front Physiol 2019 18;10:65. Epub 2019 Feb 18.

Department of Development and Regeneration, KU Leuven, Leuven, Belgium.

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http://dx.doi.org/10.3389/fphys.2019.00065DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6387909PMC
February 2019

Cardiorespiratory coupling in preterm infants.

J Appl Physiol (1985) 2019 Jan 1;126(1):202-213. Epub 2018 Nov 1.

Department of Neonatology, Máxima Medical Centre , Veldhoven , The Netherlands.

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https://www.physiology.org/doi/10.1152/japplphysiol.00722.20
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http://dx.doi.org/10.1152/japplphysiol.00722.2018DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6383641PMC
January 2019

Quiet sleep detection in preterm infants using deep convolutional neural networks.

J Neural Eng 2018 12 22;15(6):066006. Epub 2018 Aug 22.

Department of Electrical Engineering (ESAT), STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, KU Leuven, Leuven, Belgium. imec, Leuven, Belgium.

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http://dx.doi.org/10.1088/1741-2552/aadc1fDOI Listing
December 2018

Cerebral autoregulation and activity after propofol for endotracheal intubation in preterm neonates.

Pediatr Res 2018 11 10;84(5):719-725. Epub 2018 Sep 10.

Department of Neonatology, University Hospitals Leuven, Leuven, Belgium.

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http://dx.doi.org/10.1038/s41390-018-0160-3DOI Listing
November 2018

Adaptive nocturnal seizure detection using heart rate and low-complexity novelty detection.

Seizure 2018 Jul 26;59:48-53. Epub 2018 Apr 26.

Department of Electrical Engineering (ESAT), STADIUS, KU Leuven, Leuven, Belgium; imec, Leuven, Belgium. Electronic address:

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http://dx.doi.org/10.1016/j.seizure.2018.04.020DOI Listing
July 2018

Automated EEG sleep staging in the term-age baby using a generative modelling approach.

J Neural Eng 2018 06 30;15(3):036004. Epub 2018 Jan 30.

Department of Engineering Science, Institute of Biomedical Engineering (IBME), University of Oxford, Oxford, United Kingdom.

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http://dx.doi.org/10.1088/1741-2552/aaab73DOI Listing
June 2018

T-wave end detection using neural networks and Support Vector Machines.

Comput Biol Med 2018 05 6;96:116-127. Epub 2018 Mar 6.

Universidad de Oriente, Faculty of Telecommunications, Informatics and Biomedical Engineering, Santiago de Cuba, Cuba. Electronic address:

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http://dx.doi.org/10.1016/j.compbiomed.2018.02.020DOI Listing
May 2018

Evaluation of a Multichannel Non-Contact ECG System and Signal Quality Algorithms for Sleep Apnea Detection and Monitoring.

Sensors (Basel) 2018 Feb 13;18(2). Epub 2018 Feb 13.

KU Leuven, Deptartment of Electrical Engineering-ESAT, 3001 Leuven, Belgium.

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http://dx.doi.org/10.3390/s18020577DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5855940PMC
February 2018

Relation Between EEG Activity and Brain Oxygenation in Preterm Neonates.

Adv Exp Med Biol 2017 ;977:133-139

Department of Electrical Engineering, STADIUS-ESAT, KU Leuven, Leuven, Belgium.

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http://dx.doi.org/10.1007/978-3-319-55231-6_18DOI Listing
January 2018

Adaptive heart rate-based epileptic seizure detection using real-time user feedback.

Physiol Meas 2018 01 31;39(1):014005. Epub 2018 Jan 31.

STADIUS Center for Dynamical Systems, Signal Processsing and Data Analytics, Department of Electrical Engineering, KU Leuven, Leuven, Belgium. IMEC, Leuven, Belgium.

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http://dx.doi.org/10.1088/1361-6579/aaa216DOI Listing
January 2018

Comparison between Scalp EEG and Behind-the-Ear EEG for Development of a Wearable Seizure Detection System for Patients with Focal Epilepsy.

Sensors (Basel) 2017 Dec 23;18(1). Epub 2017 Dec 23.

Department of Electrical Engineering (ESAT), STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, KU Leuven, Leuven 3001, Belgium.

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http://dx.doi.org/10.3390/s18010029DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5795884PMC
December 2017

Influence of food intake on the QT and QT/RR relation.

J Electrocardiol 2016 Sep-Oct;49(5):720-7. Epub 2016 Jun 29.

Department Cardiology, University Hospitals Leuven, Leuven, Belgium; Department of Cardiovascular Sciences, University of Leuven, Leuven, Belgium.

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http://dx.doi.org/10.1016/j.jelectrocard.2016.06.009DOI Listing
November 2017

Changes in Oxygenation Levels Precede Changes in Amplitude of the EEG in Premature Infants.

Adv Exp Med Biol 2016 ;923:143-149

Department of Electrical Engineering (ESAT), STADIUS, KU Leuven, Leuven, Belgium.

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http://dx.doi.org/10.1007/978-3-319-38810-6_19DOI Listing
November 2017

Online Automated Seizure Detection in Temporal Lobe Epilepsy Patients Using Single-lead ECG.

Int J Neural Syst 2017 Nov 16;27(7):1750022. Epub 2017 Feb 16.

1 Department of Electrical Engineering, KU Leuven, Kasteelpark Arenberg 10, Box 2446, Leuven, 3000, Belgium.

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http://dx.doi.org/10.1142/S0129065717500228DOI Listing
November 2017

Review of sleep-EEG in preterm and term neonates.

Early Hum Dev 2017 10 12;113:87-103. Epub 2017 Jul 12.

Department of Development and Regeneration, University Hospitals Leuven, Neonatal Intensive Care Unit, KU Leuven (University of Leuven), Leuven, Belgium. Electronic address:

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http://dx.doi.org/10.1016/j.earlhumdev.2017.07.003DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6342258PMC
October 2017

The successive projection algorithm as an initialization method for brain tumor segmentation using non-negative matrix factorization.

PLoS One 2017 28;12(8):e0180268. Epub 2017 Aug 28.

KU Leuven, Department of Electrical Engineering (ESAT), STADIUS Centre for Dynamical Systems, Signal Processing and Data Analytics, Leuven, Belgium.

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http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0180268PLOS
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5573288PMC
October 2017

Automated Epileptic Seizure Detection Based on Wearable ECG and PPG in a Hospital Environment.

Sensors (Basel) 2017 Oct 13;17(10). Epub 2017 Oct 13.

KU Leuven, Department of Electrical Engineering (ESAT), STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, Leuven 3001, Belgium.

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http://dx.doi.org/10.3390/s17102338DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5676949PMC
October 2017

Multiparametric Non-Negative Matrix Factorization for Longitudinal Variations Detection in White-Matter Fiber Bundles.

IEEE J Biomed Health Inform 2017 09 3;21(5):1393-1402. Epub 2016 Aug 3.

Department of Electrical Engineering (ESAT), STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, Katholieke Universiteit Leuven, Leuven, Belgium.

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http://dx.doi.org/10.1109/JBHI.2016.2597963DOI Listing
September 2017

An Automated Quiet Sleep Detection Approach in Preterm Infants as a Gateway to Assess Brain Maturation.

Int J Neural Syst 2017 Sep 24;27(6):1750023. Epub 2017 Feb 24.

6 Institute of Biomedical Engineering (IBME), Department of Engineering Science, University of Oxford, Old Road Campus Research Building, OX3 7DG, Oxford, United Kingdom.

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http://dx.doi.org/10.1142/S012906571750023XDOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6342251PMC
September 2017

Interrater agreement in visual scoring of neonatal seizures based on majority voting on a web-based system: The Neoguard EEG database.

Clin Neurophysiol 2017 09 12;128(9):1737-1745. Epub 2017 Jul 12.

Department of Development and Regeneration, University Hospitals Leuven, Neonatal Intensive Care Unit, KU Leuven (University of Leuven), Leuven, Belgium.

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http://dx.doi.org/10.1016/j.clinph.2017.06.250DOI Listing
September 2017

Machine Learning Approach for Classifying Multiple Sclerosis Courses by Combining Clinical Data with Lesion Loads and Magnetic Resonance Metabolic Features.

Front Neurosci 2017 11;11:398. Epub 2017 Jul 11.

CREATIS Centre National de la Recherche Scientifique UMR5220 & Institut National de la Santé et de la Recherche Médicale, U1206, Université de Lyon, Université Claude Bernard-Lyon 1, INSA-LyonVilleurbanne, France.

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http://dx.doi.org/10.3389/fnins.2017.00398DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5504183PMC
July 2017

Automatic detection of T wave alternans using tensor decompositions in multilead ECG signals.

Physiol Meas 2017 Jul 26;38(8):1513-1528. Epub 2017 Jul 26.

KU Leuven, Department of Electrical Engineering (ESAT), STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, Leuven, Belgium. IMEC, Leuven, Belgium.

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http://dx.doi.org/10.1088/1361-6579/aa7876DOI Listing
July 2017

Semi-automated brain tumor segmentation on multi-parametric MRI using regularized non-negative matrix factorization.

BMC Med Imaging 2017 05 4;17(1):29. Epub 2017 May 4.

Department of Electrical Engineering (ESAT), STADIUS Centre for Dynamical Systems, Signal Processing and Data Analytics, KULeuven, Kasteelpark Arenberg, Leuven, Belgium.

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http://dx.doi.org/10.1186/s12880-017-0198-4DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5418702PMC
May 2017

Explaining Support Vector Machines: A Color Based Nomogram.

PLoS One 2016 10;11(10):e0164568. Epub 2016 Oct 10.

Department of Applied Mathematics, Liverpool John Moores University, Liverpool, United Kingdom.

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http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0164568PLOS
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5056733PMC
April 2017

Erratum to: Methods for evaluating medical tests and biomarkers.

Authors:
Gowri Gopalakrishna Miranda Langendam Rob Scholten Patrick Bossuyt Mariska Leeflang Anna Noel-Storr James Thomas Iain Marshall Byron Wallace Penny Whiting Clare Davenport Mariska Leeflang Gowri GopalaKrishna Isabel de Salis Sue Mallett Robert Wolff Penny Whiting Richard Riley Marie Westwood Jos Kleinen Gary Collins Hans Reitsma Karel Moons Antonia Zapf Annika Hoyer Katharina Kramer Oliver Kuss J Ensor J J Deeks E C Martin R D Riley Gerta Rücker Susanne Steinhauser Martin Schumacher Richard Riley Joie Ensor Kym Snell Brian Willis Thomas Debray Karel Moons Jon Deeks Gary Collins Lavinia Ferrante di Ruffano Brian Willis Clare Davenport Sue Mallett Sian Taylor-Phillips Chris Hyde Jon Deeks Sue Mallett Stuart A Taylor Gauraang Batnagar Sian Taylor-Phillips Lavinia Ferrante Di Ruffano Farah Seedat Aileen Clarke Jon Deeks Sarah Byron Frances Nixon Rebecca Albrow Thomas Walker Carla Deakin Chris Hyde Zhivko Zhelev Harriet Hunt Lavinia Ferrante di Ruffano Yaling Yang Lucy Abel James Buchanan Thomas Fanshawe Bethany Shinkins Laure Wynants Jan Verbakel Sabine Van Huffel Dirk Timmerman Ben Van Calster Mariska Leeflang Aeliko Zwinderman Patrick Bossuyt Jason Oke Jack O'Sullivan Rafael Perera Brian Nicholson Hannah L Bromley Tracy E Roberts Adele Francis Denniis Petrie G Bruce Mann Kinga Malottki Holly Smith Jon Deeks Lucinda Billingham Alice Sitch Sue Mallett Jon Deeks Oke Gerke Mie Holm-Vilstrup Eivind Antonsen Segtnan Ulrich Halekoh Poul Flemming Høilund-Carlsen Bernard G Francq Jon Deeks Alice Sitch Jac Dinnes Julie Parkes Walter Gregory Jenny Hewison Doug Altman William Rosenberg Peter Selby Julien Asselineau Paul Perez Aïssatou Paye Emilie Bessede Cécile Proust-Lima Christiana Naaktgeboren Joris de Groot Anne Rutjes Patrick Bossuyt Johannes Reitsma Karel Moons Gary Collins Emmanuel Ogundimu Jonathan Cook Yannick Le Manach Doug Altman Laure Wynants Yvonne Vergouwe Sabine Van Huffel Dirk Timmerman Ben Van Calster Romin Pajouheshnia Rolf Groenwold Karen Moons Johannes Reitsma Linda Peelen Ben Van Calster Daan Nieboer Yvonne Vergouwe Bavo De Cock Micael J Pencina Ewout W Steyerberg Jennifer Cooper Sian Taylor-Phillips Nick Parsons Chris Stinton Steve Smith Andy Dickens Rachel Jordan Alexandra Enocson David Fitzmaurice Alice Sitch Peymane Adab Bernard G Francq Charles Boachie Gaj Vidmar Karoline Freeman Martin Connock Sian Taylor-Phillips Rachel Court Aileen Clarke Joris de Groot Christiana Naaktgeboren Hans Reitsma Carl Moons Jessica Harris Andrew Mumford Zoe Plummer Kurtis Lee Barnaby Reeves Chris Rogers Veerle Verheyden Gianni D Angelini Gavin J Murphy Jeremy Huddy Melody Ni Katherine Good Graham Cooke Patrick Bossuyt George Hanna Jie Ma Doug Altman Gary Collins K G M Carl Moons Joris A H de Groot Sue Mallett Doug G Altman Johannes B Reitsma Gary S Collins Karel G M Moons Douglas G Altman Johannes B Reitsma Gary S Collins Adina Najwa Kamarudin Ruwanthi Kolamunnage-Dona Trevor Cox Melody Ni Jeremy Huddy Simone Borsci George Hanna Teresa Pérez M Carmen Pardo Angel Candela-Toha Alfonso Muriel Javier Zamora Sabina Sanghera Syed Mohiuddin Richard Martin Jenny Donovan Joanna Coast Mikyung Kelly Seo John Cairns Elizabeth Mitchell Alison Smith Judy Wright Peter Hall Michael Messenger Nicola Calder Nyantara Wickramasekera Karen Vinall-Collier Andrew Lewington Romin Pajouheshnia Johanna Damen Rolf Groenwold Karel Moons Linda Peelen Michael Messenger David Cairns Alison Smith Michelle Hutchinson Judy Wright Peter Hall Nicola Calder Cathie Sturgeon Liz Mitchel Rebecca Kift Sofia Christakoudi Manohursingh Rungall Paula Mobillo Rosa Montero Tjir-Li Tsui Sui Phin Kon Beatriz Tucker Steven Sacks Chris Farmer Terry Strom Paramit Chowdhury Irene Rebollo-Mesa Maria Hernandez-Fuentes Johanna A A G Damen Thomas P A Debray Pauline Heus Lotty Hooft Karel G M Moons Romin Pajouheshnia Johannes B Reitsma Rob J P M Scholten Johanna A A G Damen Lotty Hooft Ewoud Schuit Thomas P A Debray Gary S Collins Ioanna Tzoulaki Camille M Lassale George C M Siontis Virginia Chiocchia Corran Roberts Michael Maia Schlüssel Stephen Gerry James A Black Pauline Heus Yvonne T van der Schouw Linda M Peelen Karel G M Moons Johanna A A G Damen Thomas P A Debray Pauline Heus Lotty Hooft Karel G M Moons Romin Pajouheshnia Johannes B Reitsma Rob J P M Scholten Jie Ma Doug Altman Gary Collins Graeme Spence David McCartney Ann van den Bruel Daniel Lasserson Gail Hayward Werner Vach Antoinette de Jong Coreline Burggraaff Otto Hoekstra Josée Zijlstra Henrica de Vet Harriet Hunt Chris Hyde Sara Graziadio Joy Allen Louise Johnston Rachel O'Leary Michael Power Joy Allen Sara Graziadio Louise Johnson Rachel O'Leary Michael Power Ray Waters John Simpson Louise Johnston Joy Allen Sara Graziadio Rachel O'Leary Ray Waters Michael Power Sue Mallett Thomas R Fanshawe Peter Phillips Andrew Plumb Emma Helbren Steve Halligan Stuart A Taylor Alastair Gale Sue Mallett Peggy Sekula Douglas G Altman Willi Sauerbrei Sue Mallett Thomas R Fanshawe Julia R Forman Susan J Dutton Yemisi Takwoingi Elizabeth M Hensor Thomas E Nichols Bethany Shinkins Yaling Yang Lucy Abel Lavinia Ferrante Di Ruffano Thomas Fanshawe Emmanuelle Kempf Raphael Porcher Jennifer de Beyer Karel Moons Douglas Altman Hans Reitsma Sally Hopewell Willi Sauerbrei Gary Collins John Dennis Beverley Shields Angus Jones William Henley Ewan Pearson Andrew Hattersley Pauline Heus Johanna A A G Damen Romin Pajouheshnia Rob J P M Scholten Johannes B Reitsma Gary S Collins Douglas G Altman Karel G M Moons Lotty Hooft Beverley Shields John Dennis Angus Jones William Henley Ewan Pearson Andrew Hattersley Fueloep Scheibler Anne Rummer Sibylle Sturtz Robert Großelfinger Katie Banister Craig Ramsay Augusto Azuara-Blanco Jonathan Cook Charles Boachie Jennifer Burr Manjula Kumarasamy Rupert Bourne Ijeoma Uchegbu Simone Borsci Jennifer Murphy George Hanna Ijeoma Uchegbu Alex Carter Jen Murphy Melody Ni Joachim Marti Julie Eatock Ijeoma Uchegbu Julie Robotham Maria Dudareva Mark Gilchrist Alison Holmes Ijeoma Uchegbu Simone Borsci Phillip Monaghan Sarah Lord Andrew StJohn Sverre Sandberg Christa Cobbaert Lieselotte Lennartz Wilma Verhagen-Kamerbeek Christoph Ebert Patrick Bossuyt Andrea Horvath Kevin Jenniskens Christiana Naaktgeboren Johannes Reitsma Karel Moons Joris de Groot Chris Hyde Jaime Peters Bogdan Grigore Jaime Peters Chris Hyde Chris Hyde Obi Ukoumunne Jaime Peters Zhivko Zhelev Brooke Levis Andrea Benedetti Alexander W Levis John P A Ioannidis Ian Shrier Pim Cuijpers Simon Gilbody Lorie A Kloda Dean McMillan Scott B Patten Russell J Steele Roy C Ziegelstein Charles H Bombardier Flavia de Lima Osório Jesse R Fann Dwenda Gjerdingen Femke Lamers Manote Lotrakul Sonia R Loureiro Bernd Löwe Juwita Shaaban Lesley Stafford Henk C P M van Weert Mary A Whooley Linda S Williams Karin A Wittkampf Albert S Yeung Brett D Thombs Jaime Peters Chris Cooper James Buchanan Tom Nieto Claire Smith Olga Tucker Janine Dretzke Andrew Beggs Nirmala Rai Clare Davenport Sue Bayliss Simon Stevens Kym Snell Sue Mallet Jon Deeks Sudha Sundar Emma Hall Nuria Porta David Lorente Estelles Johann de Bono

Diagn Progn Res 2017 30;1:11. Epub 2017 Mar 30.

278The Institute of Cancer Research, London, UK.

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http://dx.doi.org/10.1186/s41512-017-0011-4DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6460744PMC
March 2017

Inappropriate ICD shocks do not induce pro-arrhythmic electrocardiographic changes in men.

Scand Cardiovasc J 2017 Feb 30;51(1):47-52. Epub 2016 Jun 30.

a Department of Cardiovascular Sciences , University of Leuven , Leuven , Belgium.

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http://dx.doi.org/10.1080/14017431.2016.1197418DOI Listing
February 2017

An advanced MRI and MRSI data fusion scheme for enhancing unsupervised brain tumor differentiation.

Comput Biol Med 2017 02 27;81:121-129. Epub 2016 Dec 27.

STADIUS Centre for Dynamical Systems, Signal Processing and Data Analytics, Department of Electrical Engineering (ESAT), KU Leuven, Leuven, Belgium.

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http://dx.doi.org/10.1016/j.compbiomed.2016.12.017DOI Listing
February 2017

Feature selection methods for accelerometry-based seizure detection in children.

Med Biol Eng Comput 2017 Jan 22;55(1):151-165. Epub 2016 Apr 22.

Department of Electrical Engineering (ESAT), STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics/iMinds Medical IT, KU Leuven, 3001, Leuven, Belgium.

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http://dx.doi.org/10.1007/s11517-016-1506-9DOI Listing
January 2017

Classifying Glioblastoma Multiforme Follow-Up Progressive vs. Responsive Forms Using Multi-Parametric MRI Features.

Front Neurosci 2016 11;10:615. Epub 2017 Jan 11.

Department of Electrical Engineering (ESAT), Signal Processing and Data Analytics, STADIUS Center for Dynamical Systems, KU LeuvenLeuven, Belgium; imecLeuven, Belgium.

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http://dx.doi.org/10.3389/fnins.2016.00615DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5225114PMC
January 2017

Accelerometry-Based Activity Recognition and Assessment in Rheumatic and Musculoskeletal Diseases.

Sensors (Basel) 2016 Dec 16;16(12). Epub 2016 Dec 16.

KU Leuven, Department of Electrical Engineering (ESAT), STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, Kasteelpark Arenberg 10 box 2446, 3001 Leuven, Belgium.

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http://dx.doi.org/10.3390/s16122151DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5191131PMC
December 2016

Decomposition of Near-Infrared Spectroscopy Signals Using Oblique Subspace Projections: Applications in Brain Hemodynamic Monitoring.

Front Physiol 2016 8;7:515. Epub 2016 Nov 8.

Department of Electrical Engineering ESAT, STADIUS Center for Dynamical Systems, Signal Processing, and Data Analytics, KU LeuvenLeuven, Belgium; (iMinds Medical) Department Medical Information TechnologiesLeuven, Belgium.

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http://dx.doi.org/10.3389/fphys.2016.00515DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5099173PMC
November 2016

Non-EEG seizure detection systems and potential SUDEP prevention: State of the art: Review and update.

Seizure 2016 Oct 27;41:141-53. Epub 2016 Jul 27.

Dept. of Neurology-Pediatric Neurology, Antwerp University Hospital-University of Antwerp, Wilrijkstraat 10, B-2650 Edegem, Belgium; Rehabilitation Centre for Children and Youth Pulderbos, Reebergenlaan 4, B-2242 Zandhoven, Belgium. Electronic address:

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http://dx.doi.org/10.1016/j.seizure.2016.07.012DOI Listing
October 2016

Automated Detection of Tonic-Clonic Seizures Using 3-D Accelerometry and Surface Electromyography in Pediatric Patients.

IEEE J Biomed Health Inform 2016 09 29;20(5):1333-1341. Epub 2015 Jul 29.

Department of Electrical Engineering (ESAT), STADIUS, KU Leuven and iMinds IT Department, Leuven, Belgium.

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http://dx.doi.org/10.1109/JBHI.2015.2462079DOI Listing
September 2016

Tensor-based detection of T wave alternans using ECG.

Conf Proc IEEE Eng Med Biol Soc 2015 ;2015:6991-4

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http://dx.doi.org/10.1109/EMBC.2015.7320001DOI Listing
September 2016

Field Potential Oscillations in the Bed Nucleus of the Stria Terminalis Correlate with Compulsion in a Rat Model of Obsessive-Compulsive Disorder.

J Neurosci 2016 09 28;36(39):10050-9. Epub 2016 Sep 28.

Research Group Experimental Neurosurgery and Neuroanatomy, KU Leuven, 3000 Leuven, Belgium, Department of Neurosurgery, University Hospitals Leuven, 3000 Leuven, Belgium.

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http://dx.doi.org/10.1523/JNEUROSCI.1872-15.2016DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6705581PMC
September 2016

Can ECG monitoring identify seizures?

J Electrocardiol 2015 Nov-Dec;48(6):1069-74. Epub 2015 Aug 6.

KU Leuven, Department of Electrical Engineering ESAT-STADIUS, Kasteelpark Arenberg 10, Leuven, Belgium; iMinds Medical IT Department, Kasteelpark Arenberg 10, Leuven, Belgium. Electronic address:

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http://dx.doi.org/10.1016/j.jelectrocard.2015.08.020DOI Listing
August 2016

Instrumented BASFI (iBASFI) Shows Promising Reliability and Validity in the Assessment of Activity Limitations in Axial Spondyloarthritis.

J Rheumatol 2016 08 15;43(8):1532-40. Epub 2016 Jun 15.

From the Division of Rheumatology, University Hospitals Leuven; Skeletal Biology and Engineering Research Center, Department of Development and Regeneration, KU Leuven; Musculoskeletal Rehabilitation Research Unit, Department of Rehabilitation Sciences, KU Leuven; Stadius Centre for Dynamical Systems, Signal Processing and Data Analytics, Department of Electrical Engineering, KU Leuven; iMinds, Medical Information Technology, KU Leuven, Leuven, Belgium.T.W. Swinnen, PT, MSc, Doctoral Research Fellow, Division of Rheumatology, University Hospitals Leuven, and Skeletal Biology and Engineering Research Center, Department of Development and Regeneration, KU Leuven, and Musculoskeletal Rehabilitation Research Unit, Department of Rehabilitation Sciences, KU Leuven; M. Milosevic, MSc Eng, Doctoral Research Fellow, Stadius Centre for Dynamical Systems, Signal Processing and Data Analytics, Department of Electrical Engineering, KU Leuven, and iMinds, Medical Information Technology, KU Leuven; S. Van Huffel, MSc Eng, PhD, Full Professor Biomedical Data Processing, Stadius Centre for Dynamical Systems, Signal Processing and Data Analytics, Department of Electrical Engineering, KU Leuven, and iMinds, Medical Information Technology, KU Leuven; W. Dankaerts, PT, PhD, Professor Rehabilitation Sciences, Musculoskeletal Rehabilitation Research Unit, Department of Rehabilitation Sciences, KU Leuven; R. Westhovens, MD, PhD, Full Professor Rheumatology, Division of Rheumatology, University Hospitals Leuven, and Skeletal Biology and Engineering Research Center, Department of Development and Regeneration, KU Leuven; K. de Vlam, MD, PhD, Principal Investigator Clinical Rheumatology, Division of Rheumatology, University Hospitals Leuven, and Skeletal Biology and Engineering Research Center, Department of Development and Regeneration, KU Leuven.

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http://dx.doi.org/10.3899/jrheum.150439DOI Listing
August 2016

Mobile EEG on the bike: disentangling attentional and physical contributions to auditory attention tasks.

J Neural Eng 2016 08 28;13(4):046017. Epub 2016 Jun 28.

KU Leuven, Department of Electrical Engineering (ESAT), STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, Kasteelpark Arenberg 10, B-3001 Leuven, Belgium. iMinds Medical IT, Leuven, Belgium.

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http://dx.doi.org/10.1088/1741-2560/13/4/046017DOI Listing
August 2016

Tumour Relapse Prediction Using Multiparametric MR Data Recorded during Follow-Up of GBM Patients.

Biomed Res Int 2015 27;2015:842923. Epub 2015 Aug 27.

Department of Electrical Engineering (ESAT), STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, KU Leuven, Kasteelpark Arenberg 10, P.O. Box 2446, 3001 Leuven, Belgium ; iMinds Medical IT, 3000 Leuven, Belgium.

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http://dx.doi.org/10.1155/2015/842923DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4564625PMC
July 2016

Hierarchical non-negative matrix factorization applied to three-dimensional 3 T MRSI data for automatic tissue characterization of the prostate.

NMR Biomed 2016 06 8;29(6):751-8. Epub 2016 Apr 8.

Department of Electrical Engineering (ESAT), STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, KU Leuven, Leuven, Belgium.

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http://dx.doi.org/10.1002/nbm.3527DOI Listing
June 2016

Cardiorespiratory Information Dynamics during Mental Arithmetic and Sustained Attention.

PLoS One 2015 4;10(6):e0129112. Epub 2015 Jun 4.

IRCS-FBK and BIOtech, Department of Industrial Engineering, University of Trento, Trento, Italy.

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http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0129112PLOS
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4456404PMC
May 2016

A New Framework for the Assessment of Cerebral Hemodynamics Regulation in Neonates Using NIRS.

Adv Exp Med Biol 2016 ;876:501-509

Department of Electrical Engineering (ESAT), STADIUS Center for Dynamical Systems, Signal Processing, and Data Analytics, KU Leuven, Leuven, Belgium.

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http://dx.doi.org/10.1007/978-1-4939-3023-4_63DOI Listing
May 2016

Long-term accelerometry-triggered video monitoring and detection of tonic-clonic and clonic seizures in a home environment: Pilot study.

Epilepsy Behav Case Rep 2016 6;5:66-71. Epub 2016 Apr 6.

Department of Neurology-Paediatric Neurology, University Hospital, University of Antwerpen, Wilrijkstraat 10, 1650 Edegem, Belgium; Rehabilitation Center for Children and Youth Pulderbos, Reebergenlaan 4, 2242, Pulderbos, Belgium.

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http://dx.doi.org/10.1016/j.ebcr.2016.03.005DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4840430PMC
May 2016

Tensor-based classification of an auditory mobile BCI without a subject-specific calibration phase.

J Neural Eng 2016 Apr 29;13(2):026005. Epub 2016 Jan 29.

KU Leuven, Department of Electrical Engineering (ESAT), STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, Kasteelpark Arenberg 10, B-3001 Heverlee, Belgium. iMinds Medical IT, Leuven, Belgium.

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http://dx.doi.org/10.1088/1741-2560/13/2/026005DOI Listing
April 2016

Pattern discovery in critical alarms originating from neonates under intensive care.

Physiol Meas 2016 Apr 30;37(4):564-79. Epub 2016 Mar 30.

Eindhoven University of Technology, Department of Industrial Design, Laplace 32, 5612 AZ Eindhoven, The Netherlands. Máxima Medical Center, Clinical Physics, Veldhoven, The Netherlands.

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http://dx.doi.org/10.1088/0967-3334/37/4/564DOI Listing
April 2016

Reference values of regional cerebral oxygen saturation during the first 3 days of life in preterm neonates.

Pediatr Res 2016 Jan 21;79(1-1):55-64. Epub 2015 Sep 21.

Department of Neonatology, Wilhelmina Children's Hospital/University Medical Center Utrecht, Utrecht, The Netherlands.

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http://dx.doi.org/10.1038/pr.2015.186DOI Listing
January 2016

Hierarchical non-negative matrix factorization to characterize brain tumor heterogeneity using multi-parametric MRI.

NMR Biomed 2015 Dec 7;28(12):1599-624. Epub 2015 Oct 7.

KU Leuven, Department of Electrical Engineering (ESAT), STADIUS Centre for Dynamical Systems, Signal Processing and Data Analytics, Leuven, Belgium.

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http://dx.doi.org/10.1002/nbm.3413DOI Listing
December 2015

High-Resolution (1)H NMR Spectroscopy Discriminates Amniotic Fluid of Fetuses with Congenital Diaphragmatic Hernia from Healthy Controls.

J Proteome Res 2015 Nov 25;14(11):4502-10. Epub 2015 Sep 25.

Department of Development and Regeneration, Faculty of Medicine, University of Leuven , Herestraat 49, 3000 Leuven, Belgium.

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http://pubs.acs.org/doi/10.1021/acs.jproteome.5b00131
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http://dx.doi.org/10.1021/acs.jproteome.5b00131DOI Listing
November 2015

A Novel Algorithm for the Automatic Detection of Sleep Apnea From Single-Lead ECG.

IEEE Trans Biomed Eng 2015 Sep 13;62(9):2269-2278. Epub 2015 Apr 13.

Katholieke Universiteit Leuven.

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http://dx.doi.org/10.1109/TBME.2015.2422378DOI Listing
September 2015

Compressed Sensing of Multichannel EEG Signals: The Simultaneous Cosparsity and Low-Rank Optimization.

IEEE Trans Biomed Eng 2015 Aug 11;62(8):2055-61. Epub 2015 Mar 11.

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http://dx.doi.org/10.1109/TBME.2015.2411672DOI Listing
August 2015

Heart beat detection in multimodal data using automatic relevant signal detection.

Physiol Meas 2015 Aug 28;36(8):1691-704. Epub 2015 Jul 28.

STADIUS Center for Dynamical Systems, Signal Processsing and Data Analytics, Department of Electrical Engineering-ESAT, KU Leuven, Leuven, Belgium. iMinds Medical IT Department, Kasteelpark Arenberg 10 - bus 2446, 3001 Leuven, Belgium.

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http://dx.doi.org/10.1088/0967-3334/36/8/1691DOI Listing
August 2015

A prospective fMRI-based technique for localising the epileptogenic zone in presurgical evaluation of epilepsy.

Neuroimage 2015 Jun 14;113:329-39. Epub 2015 Mar 14.

Laboratory for Epilepsy Research, UZ Leuven and KU Leuven, Herestraat 49, 3000 Leuven, Belgium; Medical Imaging Research Center, UZ Leuven and KU Leuven, Herestraat 49, 3000 Leuven, Belgium.

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http://dx.doi.org/10.1016/j.neuroimage.2015.03.011DOI Listing
June 2015

Cardiovascular autonomic adaptation in lunar and martian gravity during parabolic flight.

Eur J Appl Physiol 2015 Jun 10;115(6):1205-18. Epub 2015 Feb 10.

Department of Electrical Engineering (ESAT)-STADIUS, iMinds Medical Information Technologies, KU Leuven, Kasteelpark Arenberg 10, box 2446, 3001, Leuven, Belgium,

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http://dx.doi.org/10.1007/s00421-015-3118-8DOI Listing
June 2015

Objective differentiation of neonatal EEG background grades using detrended fluctuation analysis.

Front Hum Neurosci 2015 23;9:189. Epub 2015 Apr 23.

Department of Children's Clinical Neurophysiology, HUS Medical Imaging Center and Children's Hospital, Helsinki University Central Hospital and University of Helsinki Helsinki, Finland.

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http://dx.doi.org/10.3389/fnhum.2015.00189DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4407610PMC
May 2015

Interictal cardiorespiratory variability in temporal lobe and absence epilepsy in childhood.

Physiol Meas 2015 Apr 23;36(4):845-56. Epub 2015 Mar 23.

Department of Electrical Engineering-ESAT, STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, KU Leuven, Belgium. iMinds Medical IT, Oude Markt 13-bus 5005, 3000 Leuven, Belgium.

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ftp://ftp.esat.kuleuven.be/stadius/cvaron/14-17.pdf
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http://stacks.iop.org/0967-3334/36/i=4/a=845?key=crossref.ac
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http://dx.doi.org/10.1088/0967-3334/36/4/845DOI Listing
April 2015

Separation of respiratory influences from the tachogram: a methodological evaluation.

PLoS One 2014 8;9(7):e101713. Epub 2014 Jul 8.

Department of Electrical Engineering - STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, KU Leuven, Leuven, Belgium; Medical Information Technologies Department, iMinds, Leuven, Belgium.

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http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0101713PLOS
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4086956PMC
March 2015

Interhemispheric synchrony in the neonatal EEG revisited: activation synchrony index as a promising classifier.

Front Hum Neurosci 2014 23;8:1030. Epub 2014 Dec 23.

Department of Children's Clinical Neurophysiology, HUS Medical Imaging Center and Children's Hospital, Helsinki University Central Hospital and University of Helsinki Helsinki, Finland.

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http://dx.doi.org/10.3389/fnhum.2014.01030DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4274973PMC
January 2015

Holistic approach for automated background EEG assessment in asphyxiated full-term infants.

J Neural Eng 2014 Dec 31;11(6):066007. Epub 2014 Oct 31.

KU Leuven, Department of Electrical Engineering (ESAT) STADIUS Centre for Dynamical Systems, Signal Processing and Data Analytics, Leuven, Belgium. iMinds Medical IT Department, Leuven, Belgium.

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http://dx.doi.org/10.1088/1741-2560/11/6/066007DOI Listing
December 2014

Line length as a robust method to detect high-activity events: automated burst detection in premature EEG recordings.

Clin Neurophysiol 2014 Oct 25;125(10):1985-94. Epub 2014 Feb 25.

Department of Electrical Engineering (ESAT), Division SCD, KU Leuven, Leuven, Belgium; iMinds-KU Leuven Future Health Department, Leuven, Belgium.

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http://dx.doi.org/10.1016/j.clinph.2014.02.015DOI Listing
October 2014

Multiple sparse volumetric priors for distributed EEG source reconstruction.

Neuroimage 2014 Oct 8;100:715-24. Epub 2014 Jul 8.

Ghent University - iMinds, Department of Electronics and Information Systems, MEDISIP, De Pintelaan 185, Building BB floor 5, 9000, Ghent, Belgium. Electronic address:

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http://dx.doi.org/10.1016/j.neuroimage.2014.06.076DOI Listing
October 2014

Influence of the maternal use of labetalol on the neurogenic mechanism for cerebral autoregulation assessed by means of NIRS.

Adv Exp Med Biol 2014 ;812:173-179

Department of Electrical Engineering (ESAT), STADIUS Center for Dynamical Systems, Signal Processing, and Data Analytics, KU Leuven, Kasteelpark Arenberg 10, 2446, Heverlee (Leuven), Vlaams-Brabant, 3001, Belgium.

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http://link.springer.com/10.1007/978-1-4939-0620-8_23
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http://dx.doi.org/10.1007/978-1-4939-0620-8_23DOI Listing
August 2014