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M

Maarten De Vos

stadius center for dynamical systems

60H-index
504Paper Count
1.6WCitation Count
Published Papers 153
Publication Date
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Uncovering the heterogeneous effect of inhaled corticosteroids on COPD exacerbations with causal machine learning
errRespiratory Research
IF5
err2026-07-22
err0
errOAAI
errHelene Huts; Kenneth Verstraete; Thomas Strypsteen; Iwein Gyselinck; Michaël Staes; Amber Beersaerts; Jeroen Berrevoets; Wim Janssens; Maarten De Vos
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Multi-task learning with signal denoising and self-distilled representations for wearable ECG arrhythmia detection
errExpert Systems with Applications
IF7.5
err2026-04-29
err0
PREAI
errZhongyu Wang; Maarten De Vos; Caiyun Ma; Jianghai Qian; Jianqing Li; Chengyu Liu
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Toward automated neonatal EEG analysis: multi-center validation of a reliable deep learning pipeline
errFrontiers in Neuroscience
IF3.2
err2026-04-17
err0
errOAAI
errTH Tim Hermans; AD Anneleen Dereymaeker; KL Katrien Lemmens; KJ Katrien Jansen; FU Fatima Usman; SR Shellie Robinson; GN Gunnar Naulaers; MD Maarten De Vos; CH Caroline Hartley
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errSave
Reliability of Self-Reported Maternal Health and Mother–Infant Outcome Data in Web-Based Questionnaires
errDrug Safety
IF3.8
err2026-04-10
err0
PREAI
errLaure Sillis; Laura Van Mechelen; Marleen M. H. J. van Gelder; Sien Lenie; Karel Allegaert; Annick Bogaerts; Maarten De Vos; Titia Hompes; Anne Smits; Kristel Van Calsteren; Jan Y. Verbakel; Veerle Foulon; Michael Ceulemans
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A multicenter, video-EEG-based validation of a multimodal wearable device for focal seizure detection in adults: The SeizeIT2 study
errEpilepsia Open
IF2.9
err2026-04-08
err0
errOAAI
errLauren Swinnen; Miguel Bhagubai; Christos Chatzichristos; Yvonne Weber; Stefan Wolking; Ummehan Ermis; Elisabeth Schriewer; Andreas Schulze-Bonhage; Matthias Dümpelmann; Nicolas Zabler; Nino Epitashvilli; Benno Mahler; Arjune Sen; Mkael Symmonds; Mark P. Richardson; Andrea Biondi; Francisco Sales; Abuhaiba Sulaiman I; Maarten De Vos; Wim Van Paesschen
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errSave
M<sup>2</sup>-Net: A Multiscale Multitask Neural Network for EEG-Based Seizure Detection
errIEEE Sensors Journal
IF4.5
err2026-04-08
err0
PREAI
errWipamas Polpakdee; Phairot Autthasan; Rattanaphon Chaisaen; Phattanun Thabarsa; Supavit Kongwudhikunakorn; Maarten De Vos; Theerawit Wilaiprasitporn; Gun Bhakdisongkhram; Wanumaidah Saengmolee
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errSave
Real-world federated learning for brain imaging scientists
errFrontiers in Digital Health
IF3.8
err2026-03-13
err0
errOAAI
errSD Stijn Denissen; JL Jorne Laton; MG Matthias Grothe; MV Manuela Vaneckova; TU Tomáš Uher; MK Matěj Kudrna; DH Dana Horáková; JB Johan Baijot; IP Iris-Katharina Penner; MK Michael Kirsch; JM Jiří Motýl; MD Maarten De Vos; OY Oliver Y. Chén; JV Jeroen Van Schependom; DM Diana Maria Sima; GN Guy Nagels
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Artificial intelligence for precision medicine
errTherapie
IF1.8
err2026-03-01
err2
PREAI
errMartel, Marie-Elise; Jose-Garcia, Adan; Vens, Celine; De Vos, Maarten; Sobanski, Vincent
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Self-Balancing Multimodal Models via Multi-Loss Gradient Modulation
errInternational Journal of Computer Vision
IF9.3
err2026-02-12
err0
PREAI
errKonstantinos Kontras; Christos Chatzichristos; Matthew Blaschko; Maarten De Vos
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errSave
Neonatal sleep physiology and early executive functioning in preterm children
errPediatric Research
IF3.1
err2026-02-01
err1
errOAAI
errDereymaeker, Anneleen; Hermans, Tim; Bollen, Bieke; Jansen, Katrien; Ortibus, Els; De Vos, Maarten; Naulaers, Gunnar; Austin, Topun; Boylan, Geraldine B.; Dudink, Jeroen; De Groot, Eline R.; Quante, Mirja; Shellhaas, Renee A.
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Development and temporal validation of machine learning models for predicting clinically relevant medication reconciliation discrepancies at the emergency department: A single-center retrospective study
errInternational Journal of Medical Informatics
IF4.1
err2026-01-24
err0
PREAI
errGreet Van De Sijpe; Tuur Schrooten; Sabrina De Winter; Lorenz Van der Linden; Peter Vanbrabant; Annabel Dompas; Bo Bertels; Maarten De Vos; Isabel Spriet
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Wearable devices for anxiety assessment: a systematic review
errCommunications Medicine
IF6.3
err2026-01-09
err0
errOAAI
errMohamed Elgendi; Karmen Markov; Hangyu Liu; Maarten De Vos; Kinda Khalaf; Ahsan Khandoker; Herbert F. Jelinek; Debkalpa Goswami; Carlo Menon
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errSave
Towards Clinical Integration of Deep Learning-Based Classification of Urinary Sediment Particles from Digital Microscopy Images: A Prospective Study
errClinical Chemistry
IF6.3
err2026-01-01
err0
PREAI
errMouslech, Stylianos G.; Wijnants, Sven; van der Schagt, Anne-Lisanne; Van Hoovels, Lieve; Deley, Roxane; Oyaert, Matthijs; Neirinck, Jana; Billen, Jaak; Frans, Glynis; De Vos, Maarten
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errSave
EEG-based meditation decoding: tackling subject variability with spatial and temporal alignment
errJournal of Neural Engineering
IF3.8
err2025-12-22
err0
PREAI
errAngeliki-Ilektra Karaiskou; Carolina Varon; Cem Ates Musluoglu; Kaat Alaerts; Maarten De Vos
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errSave
Validation of an Automated Seizure Detection Procedure for Multi-Channel Neonatal EEG
errApplied Sciences-Basel
IF2.5
err2025-12-20
err0
errOAAI
errMicheli, Cris; Thelen, Antonia; De Vos, Maarten; Dereymaeker, Anneleen; Haueisen, Jens; Fiedler, Patrique
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errSave
Model-driven validation of visual explanations for multimodal emotion recognition
errMachine Learning
IF2.9
err2025-11-10
err0
errOAAI
errGuido Gagliardi; Antonio Luca Alfeo; Vincenzo Catrambone; Mario G. C. A. Cimino; Maarten De Vos; Gaetano Valenza
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errSave
Non-Direct Contact ECG Signal Classification Using a Hybrid Deep Learning Framework With Validation in Bedside Heart Rate Variability Analysis
errIEEE Journal of Biomedical and Health Informatics
IF6.8
err2025-08-25
err0
PREAI
errZhijun Xiao; Maarten De Vos; Christos Chatzichristos; Yunyi Jiang; Minghui Zhao; Fei Ding; Chenxi Yang; Jianqing Li; Chengyu Liu
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Representation Learning for Cerebrovascular Autoregulation: A Model Study With Experimental Data Classification
errIEEE Transactions on Biomedical Engineering
IF4.5
err2025-08-13
err0
PREAI
errBavo Kempen; Samuel Klein; Veerle De Sloovere; Bart Depreitere; Maarten De Vos
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SeizeIT2: Wearable Dataset Of Patients With Focal Epilepsy
errScientific Data
IF6.9
err2025-07-15
err0
errOAAI
errMiguel Bhagubai; Christos Chatzichristos; Lauren Swinnen; Jaiver Macea; Jingwei Zhang; Lieven Lagae; Katrien Jansen; Andreas Schulze-Bonhage; Francisco Sales; Benno Mahler; Yvonne Weber; Wim Van Paesschen; Maarten De Vos
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Artificial intelligence-generated podcasts open new doors to make science accessible: a mixed-method evaluation of quality and the potential for science communication
errEUROPEAN JOURNAL OF CARDIOVASCULAR NURSING
IF3.9
err2025-07-01
err0
errOAAI
errDesmedt, C.; Budts, W.; De Vos, M.; Moons, P.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
E
Ewout W. Steyerberg
H-index: 176 · Papers: 1.9K
C
Christine Van Broeckhoven
H-index: 141 · Papers: 1.2K
P
Peter Brown
H-index: 131 · Papers: 925
Y
Yoav Ben‐Shlomo
H-index: 126 · Papers: 1.1K
I
Ian Pavord
H-index: 126 · Papers: 1.3K
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