Maarten De Vos

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

Huy Phan, Fernando Andreotti, Navin Cooray et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2019 · 544 citations · Full text

Artificial Intelligence, Natural Language Processing, Structured Prediction +13

How about taking a low‐cost, small, and wireless <scp>EEG</scp> for a walk?

Stefan Debener, Falk Minow, Reiner Emkes et al. · Psychophysiology · 2012 · 536 citations

Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification

Huy Phan, Fernando Andreotti, Navin Cooray et al. · IEEE Transactions on Biomedical Engineering · 2018 · 454 citations · Full text

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

Stefan Debener, Reiner Emkes, Maarten De Vos et al. · Scientific Reports · 2015 · 383 citations · Full text

Medical Electronics, Neuropsychology, Engineering +20

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

Bogdan Mijović, Maarten De Vos, Ivan Gligorijević et al. · IEEE Transactions on Biomedical Engineering · 2010 · 373 citations

Source Separation, Engineering, Biomedical Signal Analysis +17