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PP043 Topic: AS04–Emerging Sciences, Methodologies, Big Data and Technology: “POSITIVE YET PRUDENT”: NURSES’ PERCEPTIONS ABOUT DATA-DRIVEN ALGORITHMS IN PEDIATRIC HIGH DEPENDENCY CARE WITHIN LOW-RESOURCE SETTINGS, A PRE-IMPLEMENTATION AND HUMAN-CENTRED DESIGN STUDY IN MALAWI2024 Pediatric Critical Care Medicine conference-abstract Medicine Healthcare Technology and Patient Monitoring
Margot M. Rakers, Daniel Mwale, Lieke de Mare, Lezzie Chirambo, Bart Bierling, Alice Likumbo, +7 more
0citations -
Cautiously optimistic: paediatric critical care nurses’ perspectives on data-driven algorithms in low-resource settings—a human-centred design study in Malawi2024 BMC Global and Public Health article Medicine Healthcare Technology and Patient Monitoring Open access
Margot M. Rakers, Daniel Mwale, Lieke de Mare, Lezzie Chirambo, Bart Bierling, Alice Likumbo, +6 more
3citations -
Cautiously optimistic about data-driven algorithms in paediatric critical care, nurses’ perspectives in low-resource settings: a pre-implementation and human-centred design study in Malawi
Margot M. Rakers, Daniel Mwale, Lieke de Mare, Lezzie Chirambo, Bart Bierling, Alice Likumbo, +7 more
0citations -
Cautiously optimistic about data-driven algorithms in paediatric critical care, nurses’ perspectives in low-resource settings: a pre-implementation and human-centred design study in Malawi
Margot M. Rakers, Daniel Mwale, Lieke de Mare, Lezzie Chirambo, Bart Bierling, Alice Likumbo, +7 more
0citations -
Early identification of persistent somatic symptoms in primary care: data-driven and theory-driven predictive modelling based on electronic medical records of Dutch general practices
Willeke M. Kitselaar, Frederike L. Büchner, Rosalie van der Vaart, Stephen P. Sutch, Frank C. Bennis, Andrea W.M. Evers, +1 more
5citations -
Dataset for "Fast creation of data-driven low-order predictive cardiac tissue excitation models from recorded activation patterns"2023 Zenodo (CERN European Organization for Nuclear Research) dataset Medicine Cardiac electrophysiology and arrhythmias Open access
Desmond Kabus, Tim De Coster, Antoine A.F. de Vries, Daniël A. Pijnappels, Hans Dierckx
0citations -
Dataset for "Fast creation of data-driven low-order predictive cardiac tissue excitation models from recorded activation patterns"2023 Zenodo (CERN European Organization for Nuclear Research) dataset Medicine Cardiac electrophysiology and arrhythmias Open access
Desmond Kabus, Tim De Coster, Antoine A.F. de Vries, Daniël A. Pijnappels, Hans Dierckx
0citations -
Predicting benefit from adjuvant therapy with corticosteroids in community-acquired pneumonia: a data-driven analysis of randomised trials2025 The Lancet Respiratory Medicine article Medicine Pneumonia and Respiratory Infections Open access
Jim M Smit, Philip A. van der Zee, Sara C. M. Stoof, Michel Egide van Genderen, Dominic Snijders, Wim G. Boersma, +30 more
61citations -
Creation of data-driven low-order predictive cardiac excitation models at the tissue scale in augmented state space ⋆2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Medicine Cardiac electrophysiology and arrhythmias Open access
Desmond Kabus, Tim De Coster, Antoine A.F. de Vries, Daniël A. Pijnappels, Hans Dierckx
0citations -
Fast creation of data-driven low-order predictive cardiac tissue excitation models from recorded activation patterns2024 Computers in Biology and Medicine article Medicine Cardiac electrophysiology and arrhythmias Open access
Desmond Kabus, Tim De Coster, Antoine A.F. de Vries, Daniël A. Pijnappels, Hans Dierckx
5citations -
Multimodal Data Integration Advances Longitudinal Prediction of the Naturalistic Course of Depression and Reveals a Multimodal Signature of Disease Chronicity2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Medicine Treatment of Major Depression Open access
Philippe C. Habets, Rajat Mani Thomas, Yuri Milaneschi, Rick Jansen, René Pool, Wouter J. Peyrot, +4 more
0citations -
Cardiovascular Risk Prediction in Men and Women Aged Under 50 Years Using Routine Care Data2023 Journal of the American Heart Association article Medicine Health Promotion and Cardiovascular Prevention Open access
Hendrikus J. A. van Os, Jos P. Kanning, Tobias Nicolaas Bonten, Margot M. Rakers, Hein Putter, Mattijs Everard Numans, +3 more
10citations -
An interpretable machine learning framework with data-informed imaging biomarkers for diagnosis and prediction of Alzheimer’s disease2026 Computerized Medical Imaging and Graphics article Medicine Dementia and Cognitive Impairment Research Open access
Wenjie Kang, Bo Li, Lize Corrine Jiskoot, Peter Paul De Deyn, Geert Jan Biessels, Huiberdina L. Koek, +6 more
7citations -
Guidelines and quality criteria for artificial intelligence-based prediction models in healthcare: a scoping review2022 npj Digital Medicine article Medicine Artificial Intelligence in Healthcare and Education Open access
Anne de Hond, Artuur M. Leeuwenberg, Lotty Hooft, Ilse M.J. Kant, Steven W J Nijman, Hendrikus J. A. van Os, +8 more
501citations -
Identifying radiomics signatures in body composition imaging for the prediction of outcome following pancreatic cancer resection2023 Frontiers in Oncology article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Gregory van der Kroft, Leonard Wee, Sander S. Rensen, Ralph Brecheisen, David P.J. van Dijk, Roman Eickhoff, +5 more
15citations