Matthijs R. Van Leeuwen
Leiden, ZH, Netherlands
Last Updated: 09/26/2026
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Found 19 publications
Graph neural networks based log anomaly detection and explanation.
Journal: Data mining and knowledge discovery
Published: October 12, 2025
Interpretable machine learning for identifying ICU readmission risk in subgroups with probabilistic rules.
Journal: Journal of the American Medical Informatics Association : JAMIA
Published: April 25, 2025
Discovering multiple antibiotic resistance phenotypes using diverse top-k subgroup list discovery.
Journal: Artificial intelligence in medicine
Published: November 21, 2024
The added value of ferritin levels and genetic markers for the prediction of haemoglobin deferral.
Journal: Vox sanguinis
Published: May 04, 2023
Defining migraine days, based on longitudinal E-diary data.
Journal: Cephalalgia : an international journal of headache
Published: April 06, 2023
Generating synthetic mixed discrete-continuous health records with mixed sum-product networks.
Journal: Journal of the American Medical Informatics Association : JAMIA
Published: July 24, 2022
Explainable haemoglobin deferral predictions using machine learning models: Interpretation and consequences for the blood supply.
Journal: Vox sanguinis
Published: May 20, 2022
Associations Between Symptoms, Donor Characteristics and IgG Antibody Response in 2082 COVID-19 Convalescent Plasma Donors.
Journal: Frontiers in immunology
Published: November 24, 2021
Evaluating privacy of individuals in medical data.
Journal: Health informatics journal
Published: June 02, 2021
First results of a ferritin-based blood donor deferral policy in the Netherlands.
Journal: Transfusion
Published: February 17, 2020
Simultaneous discovery of cancer subtypes and subtype features by molecular data integration.
Journal: Bioinformatics (Oxford, England)
Published: September 03, 2016
Last Updated: 09/26/2026