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Quantifying the Predictive Power of Social Determinants of Health in Cardiovascular Disease and Type 2 Diabetes Progression Using XGBoost: Retrospective Cohort Study2026 JMIR Medical Informatics article Health Professions Artificial Intelligence in Healthcare Open access
Hielke Muizelaar, M. Haas, Maarten O. van Aken, Rimke Cathelijne Vos, Marco René Spruit
0citations -
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 -
Dynamic prediction of survival using multivariate functional principal component analysis: A strict landmarking approach2024 Statistical Methods in Medical Research article Mathematics Statistical Methods and Inference Open access
Daniel Gomon, Hein Putter, Marta F. Fiocco, Mirko Signorelli
9citations -
Central venous catheter-related complications in older haemodialysis patients: A multicentre observational cohort study2022 The Journal of Vascular Access article Health Professions Central Venous Catheters and Hemodialysis Open access
Mathijs van Oevelen, Boudewijn DC Heggen, Alferso C Abrahams, Joris I. Rotmans, Maarten G. Snoeijs, Robin W.M. Vernooij, +2 more
9citations -
Correlating Dose Variables with Local Tumor Control in Stereotactic Body Radiation Therapy for Early-Stage Non-Small Cell Lung Cancer: A Modeling Study on 1500 Individual Treatments2020 International Journal of Radiation Oncology*Biology*Physics article Physics and Astronomy Advanced Radiotherapy Techniques
Rainer J. Klement, Jan‐Jakob Sonke, Michael Allgäuer, Nicolaus H. Andratschke, Steffen Appold, José S.A. Belderbos, +17 more
72citations -
#1085 Prediction models for hospitalization in patients with advanced chronic kidney disease: systematic review, external validation and development study2024 Nephrology Dialysis Transplantation article Medicine Dialysis and Renal Disease Management Open access
Roemer J. Janse, Jet Milders, Joris I. Rotmans, Friedo Wilhelm Dekker, Merel van Diepen
0citations -
Machine Learning Did Not Outperform Conventional Competing Risk Modeling to Predict Revision Arthroplasty2024 Clinical Orthopaedics and Related Research article Medicine Total Knee Arthroplasty Outcomes Open access
Jacobien H. F. Oosterhoff, Anne de Hond, Rinne M Peters, Liza N. van Steenbergen, Juliette Caroline Sorel, Wierd Pieter Zijlstra, +7 more
12citations -
Lessons learnt when accounting for competing events in the external validation of time-to-event prognostic models2021 International Journal of Epidemiology article Mathematics Statistical Methods in Epidemiology Open access
Chava L. Ramspek, Lucy Teece, Kym I E Snell, Marie Evans, Richard D Riley, Maarten van Smeden, +2 more
45citations -
Development and external validation of prediction models to predict implantable cardioverter-defibrillator efficacy in primary prevention of sudden cardiac death
Tom E. Verstraelen, Marit van Barreveld, Pascal F.H.M. van Dessel, Lucas V.A. Boersma, Peter-Paul H.M. Delnoy, Anton E. Tuinenburg, +37 more
37citations -
Early recurrence prediction after curative-intent surgery of intrahepatic cholangiocarcinoma using a novel weighted tumor burden score2026 World Journal of Surgical Oncology article Medicine Cholangiocarcinoma and Gallbladder Cancer Studies Open access
Anna Mantas, Smiths S. Lueong, Sophia Mauerer, Antonia Krumm, Dieter Paul Hoyer, Iakovos Amygdalos, +5 more
0citations