Adaptive attention-driven speech enhancement for EEG-informed hearing prostheses. - Neetha Das; Simon Van Eyndhoven; Tom Francart; Alexander Bertrand (EMBC, 2016)

EEG-based attention-driven speech enhancement for noisy speech mixtures using N-fold multi-channel Wiener filters. - Neetha Das; Simon Van Eyndhoven; Tom Francart; Alexander Bertrand (EUSIPCO, 2017)

Flexible fusion of electroencephalography and functional magnetic resonance imaging: Revealing neural-hemodynamic coupling through structured matrix-tensor factorization. - Simon Van Eyndhoven; Borbála Hunyadi; Lieven De Lathauwer; Sabine Van Huffel (EUSIPCO, 2017)

EEG-Informed Attended Speaker Extraction From Recorded Speech Mixtures With Application in Neuro-Steered Hearing Prostheses. - Simon Van Eyndhoven; Tom Francart; Alexander Bertrand (IEEE Trans. Biomed. Eng., 2017)

Single-channel EEG Classification by Multi-channel Tensor subspace Learning and Regression. - Simon Van Eyndhoven; Martijn Bousse; Borbála Hunyadi; Lieven De Lathauwer; Sabine Van Huffel (MLSP, 2018)

Identifying Stable Components of Matrix /Tensor Factorizations via Low-Rank Approximation of Inter-Factorization Similarity. - Simon Van Eyndhoven; Nico Vervliet; Lieven De Lathauwer; Sabine Van Huffel (EUSIPCO, 2019)

Joint Estimation of Hemodynamic Response and Stimulus Function in Functional Ultrasound Using Convolutive Mixtures. - Aybüke Erol; Simon Van Eyndhoven; Sebastiaan K. E. Koekkoek; Pieter Kruizinga; Borbála Hunyadi (ACSSC, 2020)

Augmenting interictal mapping with neurovascular coupling biomarkers by structured factorization of epileptic EEG and fMRI data. - Simon Van Eyndhoven; Patrick Dupont; Simon Tousseyn; Nico Vervliet; Wim Van Paesschen; Sabine Van Huffel; Borbála Hunyadi (NeuroImage, 2021)

Development and multicentric external validation of a prognostic COVID-19 severity model based on thoracic CT. - Ine Dirks; Matías Nicolás Bossa; Abel Díaz Berenguer; Tanmoy Mukherjee; Hichem Sahli; Nikos Deligiannis; Emma Verelst; Bart Ilsen; Simon Van Eyndhoven; Lucie Seyler; Arne Witdouck; Gilles Darcis; et al. (BMC Medical Informatics Decis. Mak., 2025)