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Prognostic models for clinical outcomes in patients with venous leg ulcers: A systematic review2023 Journal of Vascular Surgery Venous and Lymphatic Disorders review Medicine Diagnosis and Treatment of Venous Diseases Open access
Vladica M. Veličković, Thomas Macmillan, Jan Kottner, Amy Crompton, Isobel Munro, Abby Paine, +7 more
4citations -
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 -
Prognostic Value of Blood-Based Protein Biomarkers in Traumatic Brain Injury: A Living Systematic Review and Meta-Analysis2025 Journal of Neurotrauma review Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access
Stefania Mondello, Krisztina Amrein, Endre Czeiter, Giuseppe Citerio, Ramon R. Diaz-Arrastia, Guoyi Gao, +9 more
18citations -
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 -
Risk prediction tools for pressure injury occurrence: an umbrella review of systematic reviews reporting model development and validation methods2025 Diagnostic and Prognostic Research review Health Professions Pressure Ulcer Prevention and Management Open access
Bethany Hillier, Katie Scandrett, April Coombe, Tina Hernandez‐Boussard, Ewout Willem Steyerberg, Yemisi Takwoingi, +2 more
5citations -
Validation of the GCS-Pupil scale in Traumatic Brain Injury Incremental prognostic performance of pupillary reactivity with GCS in the prospective observational cohorts CENTER-TBI and TRACK-TBI
Rick Vreeburg, Florian D. van Leeuwen, Geoffrey A. Manley, John K. Yue, Xiaoying Sun, Sonia Jain, +5 more
2citations -
Overinterpretation of findings in machine learning prediction model studies in oncology: a systematic review2023 Journal of Clinical Epidemiology review 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
41citations -
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 -
Critical appraisal of machine learning prognostic models for acute pancreatitis: protocol for a systematic review2024 Diagnostic and Prognostic Research review Medicine Pancreatitis Pathology and Treatment Open access
Amier Hassan, Brian Critelli, Ila Lahooti, Ali Lahooti, Nate Matzko, Jan Niklas Adams, +13 more
4citations -
Combined prognostic value of post-surgery circulating tumor DNA and tumor-stroma ratio in patients with stage III colon cancer treated with adjuvant chemotherapy.2025 Journal of Clinical Oncology conference-abstract Medicine Colorectal Cancer Surgical Treatments Open access
Ingrid A. Franken, Floor Heilijgers, Marie-Christine Bakker, Carmen Rubio Alarcon, Nerma Crnovrsanin, Margriet Lemmens, +8 more
3citations -
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 -
Methodological conduct of prognostic prediction models developed using machine learning in oncology: a systematic review2022 BMC Medical Research Methodology review Mathematics Statistical Methods in Epidemiology Open access
Paula Dhiman, Jie Ma, Constanza L. Andaur Navarro, Benjamin Speich, Garrett Scott Bullock, Johanna AAG Damen, +6 more
138citations