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Neural Networks for Survival Prediction in Medicine Using Prognostic Factors: A Review and Critical Appraisal2022 Computational and Mathematical Methods in Medicine article Computer Science Machine Learning in Healthcare Open access
Georgios Kantidakis, Audinga‐Dea Hazewinkel, Marta F. Fiocco
18citations -
SOURCE: Prediction models for overall survival in patients with metastatic and potentially curable esophageal and gastric cancer.2020 Journal of Clinical Oncology conference-abstract Medicine Esophageal Cancer Research and Treatment
Héctor G. van den Boorn, Ameen Abu–Hanna, Nadia Haj Mohammad, Maarten C.C.M. Hulshof, Suzanne Sarah Gisbertz, Bastiaan R. Klarenbeek, +8 more
1citations -
A comparison of modeling approaches for static and dynamic prediction of central-line bloodstream infections using electronic health records (part 1): regression models2025 Diagnostic and Prognostic Research article Computer Science Machine Learning in Healthcare Open access
Shan Gao, Elena Albu, Hein Putter, Pieter Stijnen, Frank E Rademakers, Veerle Cossey, +4 more
2citations -
Joint Modeling of Longitudinal Markers and Time-to-Event Outcomes: An Application and Tutorial in Patients After Surgical Repair of Transposition of the Great Arteries2021 Circulation Cardiovascular Quality and Outcomes article Mathematics Statistical Methods and Bayesian Inference Open access
Sara J. Baart, Roel L.F. van der Palen, Hein Putter, Roula Tsonaka, Nico A. Blom, Dimitris Rizopoulos, +1 more
20citations -
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