Maarten De Vos

Rega Institute for Medical Research — Belgium

Neuroscience · Life Sciences

59h-index15.4kcitations500works1.92yr avg
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Research Topics

EEG and Brain-Computer Interfaces(197), Neonatal and fetal brain pathology(71), Blind Source Separation Techniques(64), Neural dynamics and brain function(50), Functional Brain Connectivity Studies(46)

Publications495 total

Toward automated neonatal EEG analysis: multi-center validation of a reliable deep learning pipeline
Frontiers in Neuroscience·2026Open Access
Self-Balancing Multimodal Models via Multi-Loss Gradient Modulation
International Journal of Computer Vision·2026
Medication, Vaccine, and Folic Acid Use Among Pregnant Women in Belgium: Insights from the BELpREG Cohort
2026Open Access
Heart rate variability in perinatal risk populations: A systematic review and meta-analysis
2026Open Access
Wearable devices for anxiety assessment: a systematic review
Communications Medicine·2026Open Access
Regulation of stress physiology across social contexts in prematurely born toddlers
2026· 1 citedOpen Access
When research does not synchronize: Comprehensive analyses show no mother–child physiological coupling
2025Open Access
Validation of an Automated Seizure Detection Procedure for Multi-Channel Neonatal EEG
Applied Sciences·2025Open Access
Detecting Chagas Disease Using a Vision Transformer-based ECG Foundation Model
Computing in cardiology·2025
A multi-source domain fine-tuning framework for deep generalization performance in physiological time series analysis
Machine Learning Health·2025Open Access
Towards Clinical Integration of Deep Learning–Based Classification of Urinary Sediment Particles from Digital Microscopy Images: A Prospective Study
Clinical Chemistry·2025
Multimodal sensing and machine learning for continuous monitoring of agitation in dementia
Alzheimer s & Dementia·2025Open Access
EEG-based meditation decoding: tackling subject variability with spatial and temporal alignment
Journal of Neural Engineering·2025
The Co-PRIME Grant Proposal: Detection, Prevention and Early Intervention for (Co-)Regulation Problems in Infants and Toddlers and Their Caregivers
2025Open Access
The More, the Merrier: Contrastive Fusion for Higher-Order Multimodal Alignment
arXiv (Cornell University)·2025Open Access
Model-driven validation of visual explanations for multimodal emotion recognition
Machine Learning·2025Open Access
S11 SPIRO-AID: a randomized controlled trial of AI-assisted spirometry interpretation in primary care
2025
Response: To the Comment on AI-Assisted Spirometry Interpretation in Primary Care: A Randomized Controlled Trial
NEJM AI·2025
Towards Automated Neonatal EEG Analysis: Multi-Center Validation of a Reliable Deep Learning Pipeline
2025· 1 citedOpen Access
Bridging the AI-Literacy Gap in Health Care: Qualitative Analysis of the Flanders Case Study
Journal of Medical Internet Research·2025· 1 citedOpen Access
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Frequent Co-authors

Stefan Debener(14), Sabine Van Huffel(10), Huy Phan(9), Fernando Andreotti(8), Oliver Y. Chén(8), Navin Cooray(6), Reiner Emkes(4), Martin G. Bleichner(4), Alfred Mertins(4), Kaare B. Mikkelsen(3), Perumpillichira J. Cherian(3), Gunnar Naulaers(3), Katrien Jansen(3), Katrien Vanderperren(3), Bart Vanrumste(3), Borbála Hunyadi(3), Wim Van Paesschen(3), Lieven Lagae(3), Pascale Sandmann(3), Laure Wynants(2)