Biomedical Data Processing research group

Welcome to the Biomedical Data Processing Research Group at STADIUS, housed within KU Leuven's Electrical Engineering department (ESAT), Belgium. We're dedicated to pushing the limits of biomedical data processing, evidenced by our international acclaim and a robust portfolio of 400 journal papers.

Areas of Research

Decoding Brain Activity

Wearable Monitoring

Distributed Methods for Sensor Arrays

Publications

Name	Year
Detection of Disturbances and Events in Biomedical Signals with Deep Learning Seeuws, Nick, Bertrand, Alexander,De Vos, Maarten	2024
U-PASS: An uncertainty-guided deep learning pipeline for automated sleep staging. Heremans, Elisabeth RM,Seedat, Nabeel,Buyse, Bertien,Testelmans, Dries,van der Schaar, Mihaela,De Vos, Maarten,	2024
Home recording of 3-Hz spike-wave discharges in adults with absence epilepsy using the wearable Sensor Dot Swinnen, Lauren,Chatzichristos, Christos,Bhagubai, Miguel,Broux, Victoria,Zabler, Nicolas,Duempelmann, Matthias,Schulze-Bonhage, Andreas,De Vos, Maarten,Van Paesschen, Wim,	2024
What are we really decoding? Unveiling biases in EEG-based decoding of the spatial focus of auditory attention Rotaru, Iustina,Geirnaert, Simon,Heintz, Nicolas,van de Ryck, Iris,Bertrand, Alexander,Francart, Tom,	2024
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 Ceulemans, Michael,Sillis, Laure,Allegaert, Karel,Bogaerts, Annick,De Vos, Maarten,Hompes, Titia,Smits, Anne,Van Calsteren, Kristel,Verbakel, Jan,Foulon, Veerle,	2024
Identifying temporal correlations between natural single-shot videos and EEG signals Yao, Yuanyuan,Stebner, Axel,Tuytelaars, Tinne,Geirnaert, Simon,Bertrand, Alexander,	2024
Applications of Machine Learning in Pulmonology: Tools for Clinical Decision Making Verstraete, Kenneth, Janssens, Wim,De Vos, Maarten	2024
Change Point Detection in Multi-channel Time Series via a Time-invariant representation Cao, Z,Seeuws, Nick,De Vos, Maarten,Bertrand, Alexander,	2024
EEG-based neurofeedback training to upregulate non-harmonic alpha-theta cross-frequency interactions during focused attention meditation De Vuyst, Hendrik-Jan,Karaiskou, angeliki,Rodriguez Soriano, javier,Van der Gucht, katleen,Raes, filip,De Vos, maarten,Varon, carolina,Alaerts, kaat,	2024
Sensory event-related potential morphology predicts age in premature infants Zandvoort, Coen S,van der Vaart, Marianne,Robinson, Shellie,Usman, Fatima,Mellado, Gabriela Schmidt,Fry, Ria Evans,Worley, Alan,Adams, Eleri,Slater, Rebeccah,Baxter, Luke,de Vos, Maarten,Hartley, Caroline,	2024

Meet the team

Alexander Bertrand
Professor

Maarten De Vos
Professor

The Biomedical Data Processing research team within the ESAT-STADIUS division is coordinated by Prof. Alexander Bertrand and Maarten De Vos and consists of 4 postdocs and about 30 PhD students. The team is supported by the administrative staff of STADIUS.

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Alexander Bertrand
Professor

Maarten De Vos
Professor

The Biomed team is funded by