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
BELpREG, a unique nationwide registry providing novel insights into perinatal medication use and maternal-infant health outcomes in Belgium: implications for internal medicine Lenie, Sien,Sillis, Laure,Foulon, Veerle,Allegaert, Karel,Bogaerts, Annick,De Vos, Maarten,Hompes, Titia,Smits, Anne,Van Calsteren, Kristel,Verbakel, Jan,Ceulemans, Michael,	2024
Change Point Detection based on Time-invariant Modeling of Time Series Cao, Zhenxiang, Bertrand, Alexander,De Vos, Maarten	2024
Distributed Adaptive Spatial Filtering in Resource-constrained Sensor Networks Hovine, Charles, Bertrand, Alexander	2024
Multimodal Seizure Detection: Robustness and Generalization Properties Zhang, Jingwei, De Vos, Maarten,Van Paesschen, Wim	2024
Clinical scenarios for long-term monitoring of epileptic seizures with a wearable biopotential technology Swinnen, Lauren, Van Paesschen, Wim,Jansen, Katrien,De Vos, Maarten	2024
The intertwining relationship between sleep, epileptiform activity and tau pathology in Alzheimer's disease Devulder, Astrid, Van Paesschen, Wim,De Vos, Maarten,Testelmans, Dries,Van Den Bossche, Maarten	2024
Automated Sleep Analysis: From the Hospital to the Home Environment Heremans, Elisabeth, De Vos, Maarten,Van Paesschen, Wim	2024
At-home seizure detection, periictal cardiorespiratory interactions and seizure-related sleep changes. Insights from a wearable device and AI models Macea Ortiz, Jaiver, Van Paesschen, Wim,De Vos, Maarten,Jansen, Katrien	2024
Personalization of Automatic Sleep Scoring: How Best to Adapt Models to Personal Domains in Wearable EEG Lorenzen, Kristian P,Heremans, Elisabeth RM,de Vos, Maarten,Mikkelsen, Kaare B,	2024
Prevalence of periconceptional use of alcohol in Belgium: insights from the BELpREG pregnancy cohort - Oral presentation Lenie, Sien,Sillis, Laure,Foulon, veerle,Allegaert, karel,Bogaerts, annick,De Vos, maarten,Hompes, titia,Smits, anne,Van Calsteren, kristel,Verbakel, Jan,Ceulemans, Michael,	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