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1

Detecting rare events using extreme value statistics applied to epileptic convulsions in children

Luca, Stijn, Karsmakers, Peter, Cuppens, Kris, Croonenborghs, Tom, Van de Vel, Anouk, Ceulemans, Berten, Lagae, Lieven, Van Huffel, Sabine, Vanrumste, Bart

Journal:

Artificial Intelligence in Medicine

Year:

2014

Language:

english

File:

PDF, 893 KB

english, 2014

2

Canonical Correlation Analysis Applied to Remove Muscle Artifacts From the Electroencephalogram

Wim De Clercq,, Vergult, A., Vanrumste, B., Van Paesschen, W., Van Huffel, S.

Journal:

IEEE Transactions on Biomedical Engineering

Year:

2006

Language:

english

File:

PDF, 457 KB

english, 2006

3

A data-driven approach for detecting gait events during turning in people with Parkinson's disease and freezing of gait

Filtjens, Benjamin, Nieuwboer, Alice, Dâcruz, Nicholas, Spildooren, Joke, Slaets, Peter, Vanrumste, Bart

Journal:

Year:

2020

File:

PDF, 1.13 MB

2020

4

Fast Solvers for an Elliptic Problem from Dipole Localization

M. Mohr, B. Vanrumste

Journal:

Year:

2002

Language:

english

File:

PDF, 230 KB

english, 2002

5

Automatic video detection of body movement during sleep based on optical flow in pediatric patients with epilepsy

Kris Cuppens, Lieven Lagae, Berten Ceulemans, Sabine Van Huffel, Bart Vanrumste

Journal:

Medical and Biological Engineering and Computing

Year:

2010

Language:

english

File:

PDF, 445 KB

english, 2010

6

[IEEE 2012 5th European DSP Education and Research Conference (EDERC) - Amsterdam (2012.9.13-2012.9.14)] 2012 5th European DSP Education and Research Conference (EDERC) - Time-domain generalized cross correlation phase transform sound source localization for small microphone arrays

Van Den Broeck, B., Bertrand, A., Karsmakers, P., Vanrumste, B., Van hamme, H., Moonen, M.

Year:

2012

Language:

english

File:

PDF, 183 KB

english, 2012

7

[IEEE 2012 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - San Diego, CA (2012.8.28-2012.9.1)] 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Using spatio-temporal interest points (STIP) for myoclonic jerk detection in nocturnal video

Cuppens, K., Chih-Wei Chen,, Wong, K. B-Y, Van de Vel, A., Lagae, L., Ceulemans, B., Tuytelaars, T., Van Huffel, S., Vanrumste, B., Aghajan, H.

Year:

2012

Language:

english

File:

PDF, 294 KB

english, 2012

8

[IEEE 2014 IEEE International Conference on Data Mining (ICDM) - Shenzhen, China (2014.12.14-2014.12.17)] 2014 IEEE International Conference on Data Mining - Anomaly Detection Using the Poisson Process Limit for Extremes

Luca, Stijn, Karsmakers, Peter, Vanrumste, Bart

Year:

2014

Language:

english

File:

PDF, 359 KB

english, 2014

9

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

Milosevic, Milica, Van de Vel, Anouk, Bonroy, Bert, Ceulemans, Berten, Lagae, Lieven, VanRumste, Bart, Van Huffel, Sabine

Journal:

IEEE Journal of Biomedical and Health Informatics

Year:

2015

Language:

english

File:

PDF, 291 KB

english, 2015

10

[IEEE 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Jeju Island, South Korea (2017.7.11-2017.7.15)] 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Detection of chewing motion in the elderly using a glasses mounted accelerometer in a real-life environment

Mertes, Gert, Hallez, Hans, Vanrumste, Bart, Croonenborghs, Tom

Year:

2017

Language:

english

File:

PDF, 913 KB

english, 2017

11

[IEEE 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Honolulu, HI, USA (2018.7.18-2018.7.21)] 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Measuring weight and location of individual bites using a sensor augmented smart plate

Mertes, Gert, Christiaensen, Glenn, Hallez, Hans, Verslype, Sammy, Chen, Wei, Vanrumste, Bart

Year:

2018

Language:

english

File:

PDF, 2.01 MB

english, 2018

12

Measuring and localizing individual bites using a sensor augmented plate during unrestricted eating for the aging population

Mertes, Gert, Ding, Li, Chen, Wei, Hallez, Hans, Jia, Jie, Vanrumste, Bart

Journal:

IEEE Journal of Biomedical and Health Informatics

Year:

2019

Language:

english

File:

PDF, 1.09 MB

english, 2019

13

Acoustic Event Classification using Low-Resolution Multi-label Non-negative Matrix Deconvolution

Vuegen, Lode, Karsmakers, Peter, Van Hamme, Hugo, Vanrumste, Bart

Journal:

Journal of the Audio Engineering Society

Year:

2018

File:

PDF, 565 KB

2018

14

Determination of dominant simulated spindle frequency with different methods

Eero Huupponen, Wim De Clercq, Germán Gómez-Herrero, Antti Saastamoinen, Karen Egiazarian, Alpo Värri, Bart Vanrumste, Anneleen Vergult, Sabine Van Huffel, Wim Van Paesschen, Joel Hasan, Sari-Leena Hi

Journal:

Journal of Neuroscience Methods

Year:

2006

Language:

english

File:

PDF, 503 KB

english, 2006

15

Automatic localization of EEG electrode markers within 3D MR data

J. Sijbers, B. Vanrumste, G. Van Hoey, P. Boon, M. Verhoye, A. Van der Linden, D. Van Dyck

Journal:

Magnetic Resonance Imaging

Year:

2000

Language:

english

File:

PDF, 221 KB

english, 2000

16

Comparison of performance of spherical and realistic head models in dipole localization from noisy EEG

Bart Vanrumste, Gert Van Hoey, Rik Van de Walle, Michel R.P. D’Havé, Ignace A. Lemahieu, Paul A.J.M. Boon

Journal:

Medical Engineering & Physics

Year:

2002

Language:

english

File:

PDF, 820 KB

english, 2002

17

Review on solving the forward problem in EEG source analysis

Hans Hallez, Bart Vanrumste, Roberta Grech, Joseph Muscat, Wim De Clercq, Anneleen Vergult, Yves D'Asseler, Kenneth P Camilleri, Simon G Fabri, Sabine Van Huffel, Ignace Lemahieu

Journal:

Journal of NeuroEngineering and Rehabilitation

Year:

2007

Language:

english

File:

PDF, 1.01 MB

english, 2007

18

Review on solving the inverse problem in EEG source analysis

Roberta Grech, Tracey Cassar, Joseph Muscat, Kenneth P Camilleri, Simon G Fabri, Michalis Zervakis, Petros Xanthopoulos, Vangelis Sakkalis, Bart Vanrumste

Journal:

Journal of NeuroEngineering and Rehabilitation

Year:

2008

Language:

english

File:

PDF, 1.94 MB

english, 2008

19

Comparing iterative solvers for linear systems associated with the finite difference discretisation of the forward problem in electro-encephalographic source analysis

M. Mohr, B. Vanrumste

Journal:

Medical and Biological Engineering and Computing

Year:

2003

Language:

english

File:

PDF, 1.07 MB

english, 2003

20

Dipole location errors in electroencephalogram source analysis due to volume conductor model errors

B. Vanrumste, G. Van Hoey, R. Van de Walle, M. D'Havé, I. Lemahieu, P. Boon

Journal:

Medical and Biological Engineering and Computing

Year:

2000

Language:

english

File:

PDF, 1.78 MB

english, 2000

21

Influence of measurement noise and electrode mislocalisation on EEG dipole-source localisation

G. Van Hoey, B. Vanrumste, M. D'Havé, R. Van de Walle, I. Lemahieu, P. Boon

Journal:

Medical and Biological Engineering and Computing

Year:

2000

Language:

english

File:

PDF, 1.40 MB

english, 2000

22

Removal of Muscle Artifacts from EEG Recordings of Spoken Language Production

De Maarten Vos, Stephanie Riès, Katrien Vanderperren, Bart Vanrumste, Francois-Xavier Alario, Van Sabine Huffel, Boris Burle

Journal:

Neuroinformatics

Year:

2010

Language:

english

File:

PDF, 1.08 MB

english, 2010

23

Erratum to: Removal of Muscle Artifacts from EEG Recordings of Spoken Language Production

Maarten De Vos, Stephanie Riès, Katrien Vanderperren, Bart Vanrumste, Francois-Xavier Alario, Sabine Van Huffel, Boris Burle

Journal:

Neuroinformatics

Year:

2010

Language:

english

File:

PDF, 56 KB

english, 2010

24

Validation of ICA as a tool to remove eye movement artifacts from EEG/ERP

Maarten Mennes, Heidi Wouters, Bart Vanrumste, Lieven Lagae, Peter Stiers

Journal:

Psychophysiology

Year:

2010

Language:

english

File:

PDF, 298 KB

english, 2010

25

Improving the Interpretation of Ictal Scalp EEG: BSS–CCA Algorithm for Muscle Artifact Removal

Anneleen Vergult, Wim De Clercq, André Palmini, Bart Vanrumste, Patrick Dupont, Sabine Van Huffel, Wim Van Paesschen

Journal:

Year:

2007

Language:

english

File:

PDF, 559 KB

english, 2007

26

The Validation of the Finite Difference Method and Reciprocity for Solving the Inverse Problem in EEG Dipole Source Analysis

Bart Vanrumste, Gert Van Hoey, Rik Van de Walle, Michel R. P. D'Havè, Ignace A. Lemahieu, Paul A. J. M. Boon

Journal:

Brain Topography

Year:

2001

Language:

english

File:

PDF, 164 KB

english, 2001

27

On-site electronic observational assessment tool for discomfort and pain

Pieter Schiepers, Bert Bonroy, Greet Leysens, Dragana Miljkovic, Lieven De Maesschalck, Stijn Quanten, Bart Vanrumste, Daniel Berckmans

Journal:

Computer Methods and Programs in Biomedicine

Year:

2010

Language:

english

File:

PDF, 816 KB

english, 2010

28

P152 Detection of nocturnal frontal lobe seizures in pediatric patients by means of accelerometers: preliminary results

B. Ceulemans, K. Cuppens, L. Lagae, S. Van Huffel, B. Vanrumste

Journal:

European Journal of Paediatric Neurology

Year:

2009

Language:

english

File:

PDF, 41 KB

english, 2009

29

P10.3 Extraction of features for myoclonic shock detection in video based on mean shift clustering for constructing motion tracks

K. Cuppens, A. Van de Vel, B. Bonroy, M. Milosevic, R. Krols, L. Gijsemans, J. Vervisch, B. Ceulemans, L. Lagae, S. van Huffel, B. Vanrumste, T. Tuytelaars, K.H. Kempen

Journal:

European Journal of Paediatric Neurology

Year:

2011

Language:

english

File:

PDF, 50 KB

english, 2011

30

P26.3 Accelerometers for detection of motor seizures during sleep in pediatric patients with epilepsy

A. Van de Vel, K. Cuppens, B. Bonroy, M. Milosevic, R. Krols, L. Gijsemans, J. Vervisch, L. Lagae, S. van Huffel, B. Vanrumste, B. Ceulemans

Journal:

European Journal of Paediatric Neurology

Year:

2011

Language:

english

File:

PDF, 35 KB

english, 2011

31

Modeling common dynamics in multichannel signals with applications to artifact and background removal in EEG recordings

De Clercq, W., Vanrumste, B., Papy, J.-M., Van Paesschen, W., Van Huffel, S.

Journal:

IEEE Transactions on Biomedical Engineering

Year:

2005

Language:

english

File:

PDF, 692 KB

english, 2005

32

Slow-wave activity arising from the same area as epileptiform activity in the EEG of paediatric patients with focal epilepsy

Bart Vanrumste, Richard D. Jones, Philip J. Bones, Grant J. Carroll

Journal:

Clinical Neurophysiology

Year:

2005

Language:

english

File:

PDF, 503 KB

english, 2005

33

Automatic monitoring of activities of daily living using contactless sensors (AMACS)

E. Devriendt, M. Mertens, G. Debard, B. Bonroy, T. Goedemé, V. Ramon, P. Drugmand, T. Croonenborghs, B. Vanrumste, J. Tournoy, K. Milisen

Journal:

European Geriatric Medicine

Year:

2012

Language:

english

File:

PDF, 77 KB

english, 2012

34

Removal of BCG artifacts from EEG recordings inside the MR scanner: A comparison of methodological and validation-related aspects

Katrien Vanderperren, Maarten De Vos, Jennifer R. Ramautar, Nikolay Novitskiy, Maarten Mennes, Sara Assecondi, Bart Vanrumste, Peter Stiers, Bea R.H. Van den Bergh, Johan Wagemans, Lieven Lagae, Stefa

Journal:

Year:

2010

Language:

english

File:

PDF, 1.61 MB

english, 2010

35

Long-term home monitoring of hypermotor seizures by patient-worn accelerometers

Van de Vel, Anouk, Cuppens, Kris, Bonroy, Bert, Milosevic, Milica, Van Huffel, Sabine, Vanrumste, Bart, Lagae, Lieven, Ceulemans, Berten

Journal:

Epilepsy & Behavior

Year:

2013

Language:

english

File:

PDF, 3.76 MB

english, 2013

36

Detection of focal epileptiform events in the EEG by spatio-temporal dipole clustering

Peter Van Hese, Bart Vanrumste, Hans Hallez, Grant J. Carroll, Kristl Vonck, Richard D. Jones, Philip J. Bones, Yves D’Asseler, Ignace Lemahieu

Journal:

Clinical Neurophysiology

Year:

2008

Language:

english

File:

PDF, 5.39 MB

english, 2008

37

Removing muscle and eye artifacts using blind source separation techniques in ictal EEG source imaging

H. Hallez, M. De Vos, B. Vanrumste, P. Van Hese, S. Assecondi, K. Van Laere, P. Dupont, W. Van Paesschen, S. Van Huffel, I. Lemahieu

Journal:

Clinical Neurophysiology

Year:

2009

Language:

english

File:

PDF, 3.48 MB

english, 2009

38

The BOLD correlates of the visual P1 and N1 in single-trial analysis of simultaneous EEG-fMRI recordings during a spatial detection task

N. Novitskiy, J.R. Ramautar, K. Vanderperren, M. De Vos, M. Mennes, B. Mijovic, B. Vanrumste, P. Stiers, B. Van den Bergh, L. Lagae, S. Sunaert, S. Van Huffel, J. Wagemans

Journal:

Year:

2011

Language:

english

File:

PDF, 2.03 MB

english, 2011

39

The “why” and “how” of JointICA: Results from a visual detection task

Bogdan Mijović, Katrien Vanderperren, Nikolay Novitskiy, Bart Vanrumste, Peter Stiers, Bea Van den Bergh, Lieven Lagae, Stefan Sunaert, Johan Wagemans, Sabine Van Huffel, Maarten De Vos

Journal:

Year:

2012

Language:

english

File:

PDF, 1.68 MB

english, 2012

40

Single trial ERP reading based on parallel factor analysis

Vanderperren, Katrien, Mijović, Bogdan, Novitskiy, Nikolay, Vanrumste, Bart, Stiers, Peter, Van den Bergh, Bea R. H., Lagae, Lieven, Sunaert, Stefan, Wagemans, Johan, Van Huffel, Sabine, De Vos, Maart

Journal:

Psychophysiology

Year:

2013

Language:

english

File:

PDF, 3.06 MB

english, 2013

41

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

Van de Vel, Anouk, Cuppens, Kris, Bonroy, Bert, Milosevic, Milica, Jansen, Katrien, Van Huffel, Sabine, Vanrumste, Bart, Lagae, Lieven, Ceulemans, Berten

Journal:

Year:

2013

Language:

english

File:

PDF, 471 KB

english, 2013

42

[IEEE 20th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Vol.20 Biomedical Engineering Towards the Year 2000 and Beyond - Hong Kong, China (29 Oct.-1 Nov. 1998)] Proceedings of the 20th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Vol.20 Biomedical Engineering Towards the Year 2000 and Beyond (Cat. No.98CH36286) - Combined detection and source analysis of epileptic EEG spikes

Van Hoey, G., Vanrumste, B., Boon, P., D'Have, M., Van de Walle, R., Lemahieu, I.

Year:

1998

Language:

english

File:

PDF, 432 KB

english, 1998

43

[IEEE 2007 3rd International IEEE/EMBS Conference on Neural Engineering - Kohala Coast, HI, USA (2007.05.2-2007.05.5)] 2007 3rd International IEEE/EMBS Conference on Neural Engineering - Can dipole modelling be improved by removing muscular and ocular artifacts from ictal scalp EEG?

Hallez, Hans, De Vos, Maarten, Phlypo, Ronald, Vanrumste, Bart, Van Hese, Peter, D'Asseler, Yves, Van Paesschen, Wim, Van Huffel, Sabine, Lemahieu, Ignace

Year:

2007

Language:

english

File:

PDF, 803 KB

english, 2007

44

Fall incidents unraveled: a series of 26 video-based real-life fall events in three frail older persons

Vlaeyen, Ellen, Deschodt, Mieke, Debard, Glen, Dejaeger, Eddy, Boonen, Steven, Goedemé, Toon, Vanrumste, Bart, Milisen, Koen

Journal:

Year:

2013

Language:

english

File:

PDF, 401 KB

english, 2013

45

A finite difference method with reciprocity used to incorporate anisotropy in electroencephalogram dipole source localization

Hallez, Hans, Vanrumste, Bart, Hese, Peter Van, D'Asseler, Yves, Lemahieu, Ignace, Walle, Rik Van de

Journal:

Physics in Medicine and Biology

Year:

2005

Language:

english

File:

PDF, 711 KB

english, 2005

46

P32 – 1982 Clinical impact of long-term nocturnal home monitoring for detection of epileptic seizures in pediatric patients

Van de Vel, A, Cuppens, K, Bonroy, B, Milosevic, M, Van Huffel, S, Vanrumste, B, Lagae, L, Ceulemans, B

Journal:

European Journal of Paediatric Neurology

Year:

2013

Language:

english

File:

PDF, 80 KB

english, 2013

47

[IEEE 2006 International Conference of the IEEE Engineering in Medicine and Biology Society - New York, NY, USA (2006.08.30-2006.09.3)] 2006 International Conference of the IEEE Engineering in Medicine and Biology Society - Muscle and eye movement artifact removal prior to EEG source localization

Hallez, Hans, Vergult, Anneleen, Phlypo, Ronald, Van Hese, Peter, De Clercq, Wim, D'Asseler, Yves, Van de Walle, Rik, Vanrumste, Bart, Van Paesschen, Wim, Van Huffel, Sabine, Lemahieu, Ignace

Year:

2006

Language:

english

File:

PDF, 1.65 MB

english, 2006

48

Accelerometry-Based Home Monitoring for Detection of Nocturnal Hypermotor Seizures Based on Novelty Detection

Cuppens, Kris, Karsmakers, Peter, Van de Vel, Anouk, Bonroy, Bert, Milosevic, Milica, Luca, Stijn, Croonenborghs, Tom, Ceulemans, Berten, Lagae, Lieven, Van Huffel, Sabine, Vanrumste, Bart

Journal:

IEEE Journal of Biomedical and Health Informatics

Year:

2014

Language:

english

File:

PDF, 664 KB

english, 2014

49

[IEEE 2010 6th International Conference on Intelligent Environments (IE) - Kuala Lumpur, Malaysia (2010.07.19-2010.07.21)] 2010 Sixth International Conference on Intelligent Environments - Detection of Epileptic Seizures Using Video Data

Cuppens, Kris, Vanrumste, Bart, Ceulemans, Berten, Lagae, Lieven, Van Huffel, Sabine

Year:

2010

Language:

english

File:

PDF, 360 KB

english, 2010

50

[IEEE 2013 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) - New Paltz, NY, USA (2013.10.20-2013.10.23)] 2013 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics - An exemplar-based NMF approach to audio event detection

Gemmeke, Jort F., Vuegen, Lode, Karsmakers, Peter, Vanrumste, Bart, Van hamme, Hugo

Year:

2013

Language:

english

File:

PDF, 211 KB

english, 2013