Maarten De Vos

Overview

Best Publications

• How about taking a low-cost, small, and wireless EEG for a walk?

  Stefan Debener;Falk Minow;Reiner Emkes;Katharina Gandras

  651
  Citations

• SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging

  Huy Phan;Fernando Andreotti;Navin Cooray;Oliver Y. Chen

  519
  Citations

• Source Separation From Single-Channel Recordings by Combining Empirical-Mode Decomposition and Independent Component Analysis

  Bogdan Mijović;M De Vos;I Gligorijević;J Taelman

  463
  Citations

• Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification

  Huy Phan;Fernando Andreotti;Navin Cooray;Oliver Y. Chen

  426
  Citations

• Unobtrusive ambulatory EEG using a smartphone and flexible printed electrodes around the ear

  Stefan Debener;Reiner Emkes;Maarten De Vos;Martin Bleichner

  395
  Citations

• SleepTransformer: Automatic Sleep Staging with Interpretability and Uncertainty Quantification.

  Huy Phan;Kaare B. Mikkelsen;Oliver Y. Chén;Philipp Koch

  274
  Citations

• Decoding the attended speech stream with multi-channel EEG: implications for online, daily-life applications

  Bojana Mirkovic;Stefan Debener;Manuela Jaeger;Maarten De Vos

  256
  Citations

• XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging.

  Huy Phan;Oliver Y. Chen;Minh C. Tran;Philipp Koch

  256
  Citations

• Towards a truly mobile auditory brain–computer interface: Exploring the P300 to take away

  Maarten De Vos;Katharina Gandras;Stefan Debener

  231
  Citations

• Neonatal Seizure Detection Using Deep Convolutional Neural Networks.

  Amir Hossein Ansari;Perumpillichira J. Cherian;Perumpillichira J. Cherian;Alexander Caicedo;Gunnar Naulaers

  223
  Citations

• Real-time EEG feedback during simultaneous EEG–fMRI identifies the cortical signature of motor imagery

  Catharina Zich;Stefan Debener;Cornelia Kranczioch;Martin G. Bleichner

  206
  Citations

• Detecting Bipolar Depression From Geographic Location Data

  N. Palmius;A. Tsanas;K. E. A. Saunders;A. C. Bilderbeck

  182
  Citations

• Daily longitudinal self-monitoring of mood variability in bipolar disorder and borderline personality disorder

  A. Tsanas;K.E.A. Saunders;A.C. Bilderbeck;N. Palmius

  179
  Citations

• Canonical decomposition of ictal scalp EEG reliably detects the seizure onset zone

  M. De Vos;A. Vergult;L. De Lathauwer;W. De Clercq

  176
  Citations

• Automated neonatal seizure detection mimicking a human observer reading EEG.

  W. Deburchgraeve;P.J. Cherian;M. De Vos;R.M. Swarte

  175
  Citations

• Target Speaker Detection with Concealed EEG Around the Ear.

  Bojana Mirkovic;Martin G. Bleichner;Maarten De Vos;Stefan Debener

  165
  Citations

• Comparing feature-based classifiers and convolutional neural networks to detect arrhythmia from short segments of ECG

  Fernando Andreotti;Oliver Carr;Marco A. F. Pimentel;Adam Mahdi

  164
  Citations

• P300 speller BCI with a mobile EEG system: comparison to a traditional amplifier.

  Maarten De Vos;Markus Kroesen;Reiner Emkes;Stefan Debener

  154
  Citations

• Review of sleep-EEG in preterm and term neonates.

  Anneleen Dereymaeker;Kirubin Pillay;Jan Vervisch;Maarten De Vos

  154
  Citations

• Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning

  Huy Phan;Oliver Y. Chen;Philipp Koch;Zongqing Lu

  153
  Citations

• Cross-Modal Phase Reset Predicts Auditory Task Performance in Humans

  Jeremy D. Thorne;Maarten De Vos;Filipa Campos Viola;Stefan Debener

  133
  Citations