September 01, 2008 article Open access Random survival forests The Annals of Applied Statistics DOI: 10.1214/08-aoas169 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 22 stored of 2,604 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Evolving Features vs Evolving Entire Trees with GP for Interpretable Survival Analysis 2026 Lecture notes in computer science conference-paper Computer Science Evolutionary Algorithms and Applications Open access 0 citations Benchmarking multi-step methods for the dynamic prediction of survival with numerous longitudinal predictors 2025 The International Journal of Biostatistics article Mathematics Statistical Methods and Inference Open access 0 citations An exploratory assessment of early and delta PET radiomic features for outcome prediction in locally advanced cervical cancer 2025 European Journal of Nuclear Medicine and Molecular Imaging article Medicine Radiomics and Machine Learning in Medical Imaging Open access 2 citations Hospital-wide, dynamic, individualized prediction of central line-associated bloodstream infections-development and temporal evaluation of six prediction models 2025 BMC Infectious Diseases article Health Professions Central Venous Catheters and Hemodialysis Open access 4 citations Use of machine learning techniques to predict poor survival after hematopoietic cell transplantation for myelofibrosis 2025 Blood article Medicine Myeloproliferative Neoplasms: Diagnosis and Treatment Open access 23 citations When the whole is greater than the sum of its parts: why machine learning and conventional statistics are complementary for predicting future health outcomes 2025 Clinical Kidney Journal article Health Professions Artificial Intelligence in Healthcare Open access 8 citations Sudden cardiac death after myocardial infarction: individual participant data from pooled cohorts 2024 European Heart Journal article Medicine Cardiac pacing and defibrillation studies Open access 58 citations Machine Learning versus Cox Models for Predicting Overall Survival in Patients with Osteosarcoma: A Retrospective Analysis of the EURAMOS-1 Clinical Trial Data 2024 Cancers article Medicine Sarcoma Diagnosis and Treatment Open access 8 citations Comparison of static and dynamic random forests models for EHR data in the presence of competing risks: predicting central line-associated bloodstream infection 2024 Research Square preprint Computer Science Machine Learning in Healthcare Open access 2 citations How much information is there in arthropod data about the landscape around sampling sites? Exploring a theory based on site-specificity of organisms 2024 Ecological Informatics article Environmental Science Ecology and Vegetation Dynamics Studies Open access 2 citations Predicting Patient Death after Allogeneic Stem Cell Transplantation for Inborn Errors Using Machine Learning (PREPAD): A European Society for Blood and Marrow Transplantation Inborn Errors Working Party Study 2023 Transplantation and Cellular Therapy article Medicine Hematopoietic Stem Cell Transplantation Open access 8 citations Development and External Validation of a PET Radiomic Model for Prognostication of Head and Neck Cancer 2023 Cancers article Medicine Radiomics and Machine Learning in Medical Imaging Open access 9 citations Cardiovascular Risk Prediction in Men and Women Aged Under 50 Years Using Routine Care Data 2023 Journal of the American Heart Association article Medicine Health Promotion and Cardiovascular Prevention Open access 10 citations Statistical models versus machine learning for competing risks: development and validation of prognostic models 2023 BMC Medical Research Methodology article Mathematics Statistical Methods and Inference Open access 28 citations Neural Networks for Survival Prediction in Medicine Using Prognostic Factors: A Review and Critical Appraisal 2022 Computational and Mathematical Methods in Medicine article Computer Science Machine Learning in Healthcare Open access 18 citations Development and validation of prognostic models for anal cancer outcomes using distributed learning: protocol for the international multi-centre atomCAT2 study 2022 Diagnostic and Prognostic Research article Medicine Colorectal and Anal Carcinomas Open access 8 citations Prediction models with survival data: a comparison between machine learning and the Cox proportional hazards model 2022 medRxiv preprint Mathematics Statistical Methods and Inference Open access 8 citations Identification of cardiovascular high-risk groups from dynamic retinal vessel signals using untargeted machine learning 2021 Cardiovascular Research article Medicine Cardiovascular Health and Disease Prevention 13 citations Towards biomarkers for outcomes after pancreatic ductal adenocarcinoma and ischaemic stroke, with focus on (co)-morbidity and ageing/cellular senescence (SASKit): protocol for a prospective cohort study 2020 BMJ Open article Medicine Pancreatic and Hepatic Oncology Research Open access 8 citations Survival prediction models since liver transplantation - comparisons between Cox models and machine learning techniques 2020 BMC Medical Research Methodology article Health Professions Artificial Intelligence in Healthcare Open access 80 citations 1–20 of 22 Page 1 / 2 Next → References 0