Publications

Publications

494 publications Page 1 of 33

2026

Brain activity as a candidate biomarker for personalised caffeine treatment in premature neonates

Journal article

Usman, Fatima et al.Frontiers In Pediatrics

Development and temporal validation of machine learning models for predicting clinically relevant medication reconciliation discrepancies at the emergency department: A single-center retrospective study

Journal article

Van De Sijpe, Greet et al.International Journal Of Medical Informatics

Efficient Solutions for Mitigating Initialization Bias in Unsupervised Self-Adaptive Auditory Attention Decoding

conference_proceeding

Yao, Y et al.Proceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing / sponsored by the Institute of Electrical and Electronics Engineers Signal Processing Society. ICASSP (Conference)

Clinical AI is Not (Yet) Trustworthy-But It Could Be

Journal article

Saad, Ali et al.Journal Of Medical Internet Research

Medication, Vaccine, and Folic Acid Use Among Pregnant Women in Belgium: Insights from the BELpREG Cohort

Journal article

Sillis, Laure et al.Pharmacoepidemiology And Drug Safety

Reliability of Self-Reported Maternal Health and Mother-Infant Outcome Data in Web-Based Questionnaires

Journal article

Sillis, Laure et al.Drug Safety

A multicenter, video-EEG-based validation of a multimodal wearable device for focal seizure detection in adults: The SeizeIT2 study

Journal article

Swinnen, Lauren et al.Epilepsia Open

Towards Clinical Integration of Deep Learning-Based Classification of Urinary Sediment Particles from Digital Microscopy Images: A Prospective Study

Journal article

Mouslech, Stylianos G et al.Clinical Chemistry

Prototype-based sleep micro-structure learning for explainable and robust multimodal recognition of sleep-related conditions.

Journal article

Gagliardi, Guido et al.Res Sq

Real-world federated learning for brain imaging scientists

Journal article

Denissen, Stijn et al.Frontiers in Digital Health

Representation Learning for Cerebrovascular Autoregulation: A Model Study With Experimental Data Classification

Journal article

Kempen, Bavo et al.Ieee Transactions On Biomedical Engineering

Toward automated neonatal EEG analysis: multi-center validation of a reliable deep learning pipeline

Journal article

Hermans, Tim et al.Frontiers In Neuroscience

The More, the Merrier: Contrastive Fusion for Higher-Order Multimodal Alignment

conference_proceeding

Koutoupis, Stefanos et al.Not yet applied

Resurfacing the Instance-only Dependent Label Noise Model through Loss Correction

conference_proceeding

AYDIN, Mustafa Enes et al.Proceedings of ICLR 2026

Self-Balancing Multimodal Models via Multi-Loss Gradient Modulation

Journal article

Kontras, Konstantinos et al.International Journal Of Computer Vision