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A study protocol of external validation of eight COVID-19 prognostic models for predicting mortality risk in older populations in a hospital, primary care, and nursing home setting2023 Diagnostic and Prognostic Research article Medicine COVID-19 Clinical Research Studies Open access
Anum Zahra, Kim Luijken, Evertine J. Abbink, Jesse M. van den Berg, Marieke Tabo Blom, Petra J. M. Elders, +49 more
3citations -
Prognostic Models in Nephrology: Where Do We Stand and Where Do We Go from Here? Mapping Out the Evidence in a Scoping Review2023 Journal of the American Society of Nephrology article Medicine Chronic Kidney Disease and Diabetes Open access
Jet Milders, Chava L. Ramspek, Roemer J. Janse, Willem Jan W. Bos, Joris I. Rotmans, Friedo Wilhelm Dekker, +1 more
17citations -
Transfer Learning and Machine Learning for Training Five-Year Survival Prognostic Models in Early Breast Cancer: Development and Validation Study2026 Journal of Medical Internet Research article Biochemistry, Genetics and Molecular Biology Breast Cancer Treatment Studies Open access
Lisa Pilgram, Kai Yang, Ana-Alicia Beltran-Bless, Gregory R. Pond, Lisa Vandermeer, John Frederick Hilton, +19 more
0citations -
Prediction of Global Functional Outcome and Post-Concussive Symptoms after Mild Traumatic Brain Injury: External Validation of Prognostic Models in the Collaborative European NeuroTrauma Effectiveness Research in Traumatic Brain Injury (CENTER-TBI) Study2020 Journal of Neurotrauma article Medicine Traumatic Brain Injury Research Open access cited by 1 patent
Ana Mikolić, Suzanne Polinder, Ewout Willem Steyerberg, Isabel Retel Helmrich, Joseph T. Giacino, Andrew I.R. Maas, +94 more
69citations -
Is frailty incremental to the 4C Mortality model for mortality risk prediction in hospitalized older individuals with COVID-19 disease?2025 Journal of Clinical Epidemiology article Medicine COVID-19 Clinical Research Studies Open access
Anum Zahra, Bas F M van Raaij, Maarten van Smeden, Rishi K Gupta, Jacobijn Gussekloo, Kim Luijken, +7 more
0citations -
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 -
External validation of six COVID-19 prognostic models for predicting mortality risk in older populations in a hospital, primary care, and nursing home setting2024 Journal of Clinical Epidemiology article Medicine COVID-19 Clinical Research Studies Open access
Anum Zahra, Maarten van Smeden, Evertine J. Abbink, Jesse M. van den Berg, Marieke Tabo Blom, Carline J. van den Dries, +12 more
10citations -
Prognostic Value of Serum Biomarkers in Patients With Moderate-Severe Traumatic Brain Injury, Differentiated by Marshall Computer Tomography Classification2023 Journal of Neurotrauma article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access
Sophie Richter, Endre Czeiter, Krisztina Amrein, Ana Mikolić, Jan Verheyden, Kevin Wang, +5 more
27citations -
Prognostic Models for Global Functional Outcome and Post-Concussion Symptoms Following Mild Traumatic Brain Injury: A Collaborative European NeuroTrauma Effectiveness Research in Traumatic Brain Injury (CENTER-TBI) Study
Ana Mikolić, Ewout Willem Steyerberg, Suzanne Polinder, Lindsay Wilson, Marina Zeldovich, Nicole von Steinbüechel, +6 more
41citations -
Reporting of prognostic clinical prediction models based on machine learning methods in oncology needs to be improved2021 Journal of Clinical Epidemiology article Decision Sciences Meta-analysis and systematic reviews Open access
Paula Dhiman, Jie Ma, Constanza L. Andaur Navarro, Benjamin Speich, Garrett Scott Bullock, Johanna AAG Damen, +6 more
110citations -
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 -
Transfer Learning and Machine Learning for Training Five-Year Survival Prognostic Models in Early Breast Cancer: Development and Validation Study2026 Journal of Medical Internet Research article Biochemistry, Genetics and Molecular Biology Breast Cancer Treatment Studies Open access
Lisa Pilgram, Kai Yang, Ana-Alicia Beltran-Bless, Gregory R. Pond, Lisa Vandermeer, John Frederick Hilton, +17 more
0citations -
Serum proteomics of adults with acute liver failure provides mechanistic insights and attractive prognostic biomarkers2025 JHEP Reports article Pharmacology, Toxicology and Pharmaceutics Drug-Induced Hepatotoxicity and Protection Open access
Katharina Remih, Franziska-Maria Hufnagel, Anna Sophie Karl, Valerie L. Durkalski‐Mauldin, William M. Lee, Constantine Jason Karvellas, +14 more
4citations -
Developing prognostic models that predict onset and progression rates in genetic neurodegenerative diseases: perspectives of healthcare professionals in genetic counselling2026 Orphanet Journal of Rare Diseases article Neuroscience Genetic Neurodegenerative Diseases Open access
Max J. Rensink, Ineke L L E Bolt, Aad Tibben, Mayke Oosterloo, Bart P.C. van de Warrenburg, Maartje Schermer
2citations