Bart Vanrumste

6.4k citations

191 papers · 4.4k indexed · 1 hit paper · h-index 33

Impact in

Cognitive Neuroscience top 0.5%
- EEG and Brain-Computer Interfaces
- Neural dynamics and brain function
- Functional Brain Connectivity Studies
Computational Mathematics top 2%

Papers in ⓘ

Cognitive Neuroscience 68
- EEG and Brain-Computer Interfaces 55
- Neural dynamics and brain function 19
Computer Vision and Pattern Recognition 50
- Context-Aware Activity Recognition Systems 39

Co-authors: Sabine Van Huffel (38 shared papers)Wim De Clercq (9 shared papers)Anneleen Vergult (9 shared papers)Tracey Camilleri (2 shared papers)Simon G. Fabri (2 shared papers)Joseph Muscat (2 shared papers)Wim Van Paesschen (13 shared papers)Ignace Lemahieu (28 shared papers)
Journals: IEEE Journal of Biomedical and Health Informatics (7 papers)Sensors (6 papers)IEEE Access (4 papers)Epilepsia (4 papers)IEEE Transactions on Neural Systems and Rehabilitation Engineering (4 papers)
Partner nations: Belgium Netherlands United States

In The Last Decade

Bart Vanrumste

184 papers receiving 4.3k citations

Hit Papers

align trajectories log scale

Review on solving the inverse problem in EEG source analysis 2008 · 779 citations

Peers

Countries citing papers authored by Bart Vanrumste

Since Specialization

Citations

This map shows the geographic impact of Bart Vanrumste's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Bart Vanrumste with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Bart Vanrumste more than expected).

Fields of papers citing papers by Bart Vanrumste

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Bart Vanrumste. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Bart Vanrumste. The network helps show where Bart Vanrumste may publish in the future.

Co-authors

The 25 scholars most cited alongside Bart Vanrumste, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Bart Vanrumste Line = papers co-authored together Bart Vanrumste links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 191 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Review on solving the inverse problem in EEG source analysis Journal of NeuroEngineering and Rehabilitation ·Roberta Grech, Tracey Cassar, Joseph Muscat, Tracey Camilleri, Simon G. Fabri, Michalis Zervakis, Petros Xanthopoulos, Vangelis Sakkalis, Bart Vanrumste Hit paper breakdown →	2008	779
2	Canonical Correlation Analysis Applied to Remove Muscle Artifacts From the Electroencephalogram IEEE Transactions on Biomedical Engineering ·Wim De Clercq, Anneleen Vergult, Bart Vanrumste, Wim Van Paesschen, Sabine Van Huffel	2006	391
3	Review on solving the forward problem in EEG source analysis Journal of NeuroEngineering and Rehabilitation ·Hans Hallez, Bart Vanrumste, Roberta Grech, Joseph Muscat, Wim De Clercq, Anneleen Vergult, Yves D’Asseler, Tracey Camilleri, Simon G. Fabri, Sabine Van Huffel, Ignace Lemahieu	2007	348
4	Removal of Muscle Artifacts from EEG Recordings of Spoken Language Production Neuroinformatics ·Maarten De Vos, Stéphanie Riès, Katrien Vanderperren, Bart Vanrumste, F.‐Xavier Alario, van Sabine Huffel, Borı́s Burle	2010	104
5	Validation of ICA as a tool to remove eye movement artifacts from EEG/ERP Psychophysiology ·Maarten Mennes, Heidi Wouters, Bart Vanrumste, Lieven Lagae, Peter Stiers	2010	97
6	Non-EEG seizure detection systems and potential SUDEP prevention: State of the art Seizure ·Anouk Van de Vel, Kris Cuppens, Bert Bonroy, Milica Milošević, Katrien Jansen, Sabine Van Huffel, Bart Vanrumste, Patrick Cras, Lieven Lagae, Berten Ceulemans	2016	95
7	Non-EEG seizure-detection systems and potential SUDEP prevention: State of the art Seizure ·Anouk Van de Vel, Kris Cuppens, Bert Bonroy, Milica Milošević, Katrien Jansen, Sabine Van Huffel, Bart Vanrumste, Lieven Lagae, Berten Ceulemans	2013	84
8	EEG/MEG Source Imaging: Methods, Challenges, and Open Issues Computational Intelligence and Neuroscience ·Katrina Wendel, Outi Väisänen, Jaakko Malmivuo, N.G. Gençer, Bart Vanrumste, Piotr Durka, Ratko Magjarević, Selma Supek, Mihail–Lucian Pascu, Hugues Fontenelle, Rolando Grave de Peralta Menéndez	2009	84
9	A finite difference method with reciprocity used to incorporate anisotropy in electroencephalogram dipole source localization Physics in Medicine and Biology ·Hans Hallez, Bart Vanrumste, Peter Van Hese, Yves D’Asseler, Ignace Lemahieu, Rik Van de Walle	2005	77
10	Removal of BCG artifacts from EEG recordings inside the MR scanner: A comparison of methodological and validation-related aspects NeuroImage ·Katrien Vanderperren, Maarten De Vos, Jennifer R. Ramautar, Nikolay Novitskiy, Maarten Mennes, Sara Assecondi, Bart Vanrumste, Peter Stiers, Bea Van den Bergh, Johan Wagemans, Lieven Lagae, Stefan Sunaert, Sabine Van Huffel	2010	74
11	Improving the Interpretation of Ictal Scalp EEG: BSS–CCA Algorithm for Muscle Artifact Removal Epilepsia ·Anneleen Vergult, Wim De Clercq, André Palmini, Bart Vanrumste, Patrick Dupont, Sabine Van Huffel, Wim Van Paesschen	2007	74
12	Automated Detection of Tonic–Clonic Seizures Using 3-D Accelerometry and Surface Electromyography in Pediatric Patients IEEE Journal of Biomedical and Health Informatics ·Milica Milošević, Anouk Van de Vel, Bert Bonroy, Berten Ceulemans, Lieven Lagae, Bart Vanrumste, Sabine Van Huffel	2015	72
13	Dipole location errors in electroencephalogram source analysis due to volume conductor model errors Medical & Biological Engineering & Computing ·Bart Vanrumste, Gert Van Hoey, Rik Van de Walle, M. D’Havé, Ignace Lemahieu, Paul Boon	2000	68
14	An exemplar-based NMF approach to audio event detection Lirias (KU Leuven) ·Jort F. Gemmeke, Lode Vuegen, Peter Karsmakers, Bart Vanrumste, Hugo Van hamme	2013	66
15	Dipole estimation errors due to differences in modeling anisotropic conductivities in realistic head models for EEG source analysis Physics in Medicine and Biology ·Hans Hallez, Bart Vanrumste, Peter Van Hese, Steven Delputte, Ignace Lemahieu	2008	59
16	The SINS database for detection of daily activities in a home environment using an Acoustic Sensor Network Lirias (KU Leuven) ·Gert Dekkers, Steven Lauwereins, Bart Thoen, Mulu Weldegebreal Adhana, Henk Brouckxon, Bertold Van den Bergh, Toon van Waterschoot, Bart Vanrumste, Marian Verhelst, Peter Karsmakers	2017	59
17	The BOLD correlates of the visual P1 and N1 in single-trial analysis of simultaneous EEG-fMRI recordings during a spatial detection task NeuroImage ·Nikolay Novitskiy, Jennifer R. Ramautar, Katrien Vanderperren, Maarten De Vos, Maarten Mennes, Bogdan Mijović, Bart Vanrumste, Peter Stiers, Bea Van den Bergh, Lieven Lagae, Stefan Sunaert, Sabine Van Huffel, Johan Wagemans	2010	57
18	The Validation of the Finite Difference Method and Reciprocity for Solving the Inverse Problem in EEG Dipole Source Analysis Brain Topography ·Bart Vanrumste, Gert Van Hoey, Rik Van de Walle, M. D’Havé, Ignace Lemahieu, Paul Boon	2001	55
19	Ictal Source Localization in Presurgical Patients With Refractory Epilepsy Journal of Clinical Neurophysiology ·Paul Boon, M. D’Havé, Bart Vanrumste, Gert Van Hoey, Kristl Vonck, Phyllis Van Walleghem, Jacques Caemaert, Eric Achten, Jacques De Reuck	2002	52
20	Accelerometry-Based Home Monitoring for Detection of Nocturnal Hypermotor Seizures Based on Novelty Detection IEEE Journal of Biomedical and Health Informatics ·Kris Cuppens, Peter Karsmakers, Anouk Van de Vel, Bert Bonroy, Milica Milošević, Stijn Luca, Tom Croonenborghs, Berten Ceulemans, Lieven Lagae, Sabine Van Huffel, Bart Vanrumste	2013	52

About Bart Vanrumste

Bart Vanrumste is a scholar working on Cognitive Neuroscience, Computer Vision and Pattern Recognition, Signal Processing, Biomedical Engineering and Artificial Intelligence, having authored 191 papers that have together received 4.4k indexed citations. Recurring topics across this work include EEG and Brain-Computer Interfaces (55 papers), Context-Aware Activity Recognition Systems (39 papers), Blind Source Separation Techniques (32 papers), Non-Invasive Vital Sign Monitoring (19 papers), Neural dynamics and brain function (19 papers), Balance, Gait, and Falls Prevention (17 papers), Gait Recognition and Analysis (16 papers) and Advanced MRI Techniques and Applications (15 papers). The work is most often cited by research in Cognitive Neuroscience (2.7k citations), Computational Mathematics (63 citations), Signal Processing (1.0k citations), Psychiatry and Mental health (557 citations) and Physical Therapy, Sports Therapy and Rehabilitation (107 citations). Bart Vanrumste has collaborated with scholars based in Belgium, Netherlands and United States. Frequent co-authors include Sabine Van Huffel, Wim De Clercq, Anneleen Vergult, Tracey Camilleri, Simon G. Fabri, Joseph Muscat, Wim Van Paesschen, Ignace Lemahieu, Petros Xanthopoulos and Michalis Zervakis. Their work appears in journals such as IEEE Journal of Biomedical and Health Informatics, Sensors, IEEE Access, Epilepsia and IEEE Transactions on Neural Systems and Rehabilitation Engineering.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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