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Assessing Performance and Clinical Usefulness in Prediction Models With Survival Outcomes: Practical Guidance for Cox Proportional Hazards Models2022 Annals of Internal Medicine article Mathematics Statistical Methods in Epidemiology Open access
David J. McLernon, Daniele Giardiello, Ben Van Calster, Laure Wynants, Nan van Geloven, Maarten van Smeden, +18 more
164citations -
A Simulation Study to Compare the Predictive Performance of Survival Neural Networks with Cox Models for Clinical Trial Data2021 Computational and Mathematical Methods in Medicine article Computer Science Machine Learning in Healthcare Open access
Georgios Kantidakis, Elia Mario Biganzoli, Hein Putter, Marta F. Fiocco
15citations -
Survival prediction models since liver transplantation - comparisons between Cox models and machine learning techniques2020 BMC Medical Research Methodology article Health Professions Artificial Intelligence in Healthcare Open access
Georgios Kantidakis, Hein Putter, Carlo Lancia, Jacob D. de Boer, Andries Erik Braat, Marta F. Fiocco
80citations -
Predictive averaging and Rubin’s rule-based model pooling to predict survival risk with imputations in the presence of missing patient data: methodology and verification using two case studies and simulations2026 BMC Medical Research Methodology article Mathematics Statistical Methods and Bayesian Inference Open access
Bart J.A. Mertens, Lars L. J. van der Burg, Erwan Donal, Nina Ajmone Marsan, Liesbeth C. de Wreede
1citations -
Multiple Imputation of Missing Covariates When Using the Fine–Gray Model2025 Statistics in Medicine article Mathematics Statistical Methods and Bayesian Inference Open access
Edouard F. Bonneville, Jan Beyersmann, Ruth H. Keogh, Jonathan William Bartlett, Tim Peter Morris, Nicola Polverelli, +2 more
3citations -
Construction and Validation of a Prognostic Model Based on Pyroptosis-related Genes in Bladder Cancer2023 Combinatorial Chemistry & High Throughput Screening article Medicine Bladder and Urothelial Cancer Treatments
Chong Shen, Chenyang Han, Zhi Li, Yan Yan, Chenyun Li, Houyuan Chen, +2 more
2citations -
Incorporating progesterone receptor expression into the PREDICT breast prognostic model2022 European Journal of Cancer article Biochemistry, Genetics and Molecular Biology Breast Cancer Treatment Studies Open access
Isabelle Grootes, Renske Keeman, Fiona M. Blows, Roger Laughlin Milne, Graham G. Giles, Anthony J. Swerdlow, +94 more
24citations -
lncRNA-based prognostic model for pancreatic cancer centered on the TME with exploratory LLPS connections2026 Frontiers in Oncology article Biochemistry, Genetics and Molecular Biology Cancer-related molecular mechanisms research Open access
Yaqing Wei, Xiguang Sun, Yifei Wang, Zheran Lu, Chenhui Zhang, Hao Yao, +1 more
0citations -
Added value of the tumor-stroma ratio to the PREDICT model for breast cancer2026 The Breast article Biochemistry, Genetics and Molecular Biology Breast Cancer Treatment Studies Open access
Sophie C. Hagenaars, Tom A. Hueting, Frederike Dieleman, Judith R. Kroep, Ewout Willem Steyerberg, Emad A. Rakha, +4 more
0citations -
Revising model for end-stage liver disease from calendar-time cross-sections with correction for selection bias2024 BMC Medical Research Methodology article Medicine Organ Transplantation Techniques and Outcomes Open access
Hans C. de Ferrante, Marieke van Rosmalen, Bart Smeulders, Serge Vogelaar, Frits C. R. Spieksma
1citations -
Validation of the BOADICEA model and a 313-variant polygenic risk score for breast cancer risk prediction in a Dutch prospective cohort2020 Genetics in Medicine article Biochemistry, Genetics and Molecular Biology BRCA gene mutations in cancer Open access
Inge M. M. Lakeman, Mar Rodríguez‐Girondo, Andrew Lee, Rikje Ruiter, Bruno H. Ch. Stricker, Sara Renata Alex Wijnant, +6 more
90citations