Maarten De Vos

Maarten De Vos

Katholieke Universiteit Leuven

H-index: 55

Europe-Belgium

About Maarten De Vos

Maarten De Vos, With an exceptional h-index of 55 and a recent h-index of 45 (since 2020), a distinguished researcher at Katholieke Universiteit Leuven, specializes in the field of mobile EEG, digital biomarkers, sleep, AI, clinical decision support.

His recent articles reflect a diverse array of research interests and contributions to the field:

Home recording of 3‐Hz spike–wave discharges in adults with absence epilepsy using the wearable Sensor Dot

Learning Robust Representations of Tonic-Clonic Seizures with Cyclic Transformer

Clinical Evaluation of Artificial Intelligence Supported Software in the Interpretation of Spirometry Results in a Primary Care Setting

CoRe-Sleep: A Multimodal Fusion Framework for Time Series Robust to Imperfect Modalities.

A semi-supervised interactive algorithm for change point detection

Explaining the model and feature dependencies by decomposition of the Shapley value

Correction: A semi‑supervised interactive algorithm for change point detection

U-PASS: An uncertainty-guided deep learning pipeline for automated sleep staging

Maarten De Vos Information

University

Position

ESAT - Stadius & Department of Development and Regeneration Belgium

Citations(all)

13678

Citations(since 2020)

10226

Cited By

7451

hIndex(all)

55

hIndex(since 2020)

45

i10Index(all)

156

i10Index(since 2020)

138

Email

University Profile Page

Katholieke Universiteit Leuven

Google Scholar

View Google Scholar Profile

Maarten De Vos Skills & Research Interests

mobile EEG

digital biomarkers

sleep

AI

clinical decision support

Top articles of Maarten De Vos

Title

Journal

Author(s)

Publication Date

Home recording of 3‐Hz spike–wave discharges in adults with absence epilepsy using the wearable Sensor Dot

Epilepsia

Lauren Swinnen

Christos Chatzichristos

Miguel Bhagubai

Victoria Broux

Nicolas Zabler

...

2024/2

Learning Robust Representations of Tonic-Clonic Seizures with Cyclic Transformer

IEEE Journal of Biomedical and Health Informatics

Jingwei Zhang

Lauren Swinnen

Christos Chatzichristos

Wim Van Paesschen

Maarten De Vos

2024/3/8

Clinical Evaluation of Artificial Intelligence Supported Software in the Interpretation of Spirometry Results in a Primary Care Setting

J Maes

S Willaerts

M De Vos

M Topalovic

JY Verbakel

2024/5

CoRe-Sleep: A Multimodal Fusion Framework for Time Series Robust to Imperfect Modalities.

IEEE Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

Konstantinos Kontras

Christos Chatzichristos

Huy Phan

Johan Suykens

Maarten De Vos

2024/1/15

A semi-supervised interactive algorithm for change point detection

Data Mining and Knowledge Discovery

Zhenxiang Cao

Nick Seeuws

Maarten De Vos

Alexander Bertrand

2024/3

Explaining the model and feature dependencies by decomposition of the Shapley value

arXiv preprint arXiv:2306.10880

Joran Michiels

Maarten De Vos

Johan Suykens

2023/6/19

Correction: A semi‑supervised interactive algorithm for change point detection

Data Mining and Knowledge Discovery

Zhenxiang Cao

Nick Seeuws

Maarten De Vos

Alexander Bertrand

2024/1/2

U-PASS: An uncertainty-guided deep learning pipeline for automated sleep staging

Computers in Biology and Medicine

Elisabeth RM Heremans

Nabeel Seedat

Bertien Buyse

Dries Testelmans

Mihaela van der Schaar

...

2024/2/23

Multimodal wearable EEG, EMG and accelerometry measurements improve the accuracy of tonic-clonic seizure detection in-hospital

arXiv preprint arXiv:2403.13066

Jingwei Zhang

Lauren Swinnen

Christos Chatzichristos

Victoria Broux

Renee Proost

...

2024/3/19

Amplitude and Frequency Modulation of EEG Predicts Intraventricular Haemorrhage in Preterm Infants

medRxiv

Emad Arasteh

Maria Luisa Tataranno

Maarten De Vos

Xiaowan Wang

Manon JNL Benders

...

2024

Apnoea suppresses brain activity in infants

bioRxiv

Coen S Zandvoort

Anneleen Dereymaeker

Luke Baxter

Katrien Jansen

Gunnar Naulaers

...

2024/2/21

Towards Automated Seizure Detection With Wearable EEG–Grand Challenge

IEEE Open Journal of Signal Processing

Miguel Bhagubai

Lauren Swinnen

Evy Cleeren

Wim Van Paesschen

Maarten De Vos

...

2024/3/18

Sensory event-related potential morphology predicts age in premature infants

Clinical Neurophysiology

Coen S Zandvoort

Marianne van der Vaart

Shellie Robinson

Fatima Usman

Gabriela Schmidt Mellado

...

2024/1/1

Letter to the Editor re Davis et al., 2023: BELpREG, the first of its kind real-world data source on medication use in pregnancy in Belgium

Pharmacoepidemiology and drug safety

Michael Ceulemans

Laure Sillis

Karel Allegaert

Annick Bogaerts

Maarten De Vos

...

2024/2

Avoiding Post-processing with Event-Based Detection in Biomedical Signals

IEEE Transactions on Biomedical Engineering

Nick Seeuws

Maarten De Vos

Alexander Bertrand

2024/3/11

New race neutral GLI equation impacts ethnic groups differently!

Ahmed Elmahy

Julie Maes

Paul Desbordes

Maarten De Vos

Marko Topalovic

2023/9/9

Estimating individual treatment effects on COPD exacerbations by causal machine learning on randomised controlled trials

thorax

Kenneth Verstraete

Iwein Gyselinck

Helene Huts

Nilakash Das

Marko Topalovic

...

2023/10/1

Resting state electroencephalographic brain activity in neonates can predict age and is indicative of neurodevelopmental outcome

Amir Ansari

Kirubin Pillay

Emad Arasteh

Anneleen Dereymaeker

Gabriela Schmidt Mellado

...

2023/10/27

Acoustic stimulation as a promising technique to enhance slow-wave sleep in Alzheimer’s disease: results of a pilot study

Journal of Clinical Sleep Medicine

Laura Van den Bulcke

Anne-Marie Peeters

Elisabeth Heremans

Hannah Davidoff

Pascal Borzée

...

2023/12/1

SeizeIT1

Christos Chatzichristos

Miguel CLARO BHAGUBAI

2023/1/4

See List of Professors in Maarten De Vos University(Katholieke Universiteit Leuven)