Publications

Publications

332 publications Page 1 of 23

2026

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

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

Self-Balancing Multimodal Models via Multi-Loss Gradient Modulation

Journal article

Kontras, Konstantinos et al.International Journal Of Computer Vision

Neonatal sleep physiology and early executive functioning in preterm children

Journal article

Dereymaeker, Anneleen et al.Pediatric Research

Minimally Informed Linear Discriminant Analysis: training an LDA model with unlabelled data

Journal article

Heintz, N et al.Signal Processing

EEG-based decoding of auditory attention to conversations with turn-taking speakers

Journal article

van de Ryck, Iris et al.Hearing Research

Wearable devices for anxiety assessment: a systematic review

Journal article

Elgendi, Mohamed et al.Communications Medicine