Research Profile
The Biomedical Diagnostics (BM/d) Research Laboratory develops algorithms for the interpretation of biomedical signals and data acquired with a variety of sensors, ranging from ultrasound and magnetic resonance imaging, up to electrophysiological and photoplethysmographic recording. The lab positions itself on the edge between data-driven and physics-driven analysis through a continuous effort towards understanding the application domain and modeling the full measurement chain: (patho)physiological sources, sensing physics, and signal acquisition. To this end, research is carried out in tight collaboration with our clinical and industrial partners. The main application areas are oncology, cardiovascular, gynecology-perinatology, sleep, perioperative care, neurology, and neuromuscular research. The lab is chaired by Prof. Mischi, supported by a multidisciplinary team integrating expertise in modeling (Dr. Turco), Bayesian inference (Dr. Vullings), and machine learning (Dr. van Sloun), image analysis (Dr. Zinger), signal processing (Dr. Peri).
Research Domains
Meet some of our Researchers
News
Recent Publications
Our most recent peer reviewed publications
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An adversarial learning approach to generate pressure support ventilation waveforms for asynchrony detection
Computer Methods and Programs in Biomedicine (2024) -
Characterising the motion and cardiorespiratory interaction of preterm infants can improve the classification of their sleep state
Acta Paediatrica (2024) -
A pretrain-finetune approach for improving model generalizability in outcome prediction of acute respiratory distress syndrome patients
International Journal of Medical Informatics (2024) -
The correlation of urea and creatinine concentrations in sweat and saliva with plasma during hemodialysis
Clinical Chemistry and Laboratory Medicine (2024) -
A multi-task learning model using RR intervals and respiratory effort to assess sleep disordered breathing
BioMedical Engineering Online (2024)
Contact
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Visiting address
Den Dolech 25612 AZ EindhovenNetherlands -
Visiting address
Den Dolech 25612 AZ EindhovenNetherlands -
Postal address
Department of Electrical EngineeringP.O.Box 5135600 MB EindhovenNetherlands -
Secretary
bmd.secreesps@ tue.nl -
Teamlead
Teamleadm.mischi@ tue.nl -
Secretarybmd.secreesps@ tue.nl