Papers matching “machine learning calibration” 5
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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 -
Methodological guidance for the evaluation and updating of clinical prediction models: a systematic review2022 BMC Medical Research Methodology review Mathematics Statistical Methods in Epidemiology Open access
Mary Ann E. Binuya, Ellen G. Engelhardt, Winnie Schats, Marjanka K. Schmidt, Ewout Willem Steyerberg
233citations -
Systematic review finds risk of bias and applicability concerns for models predicting central line-associated bloodstream infection2023 Journal of Clinical Epidemiology review Health Professions Central Venous Catheters and Hemodialysis Open access
Shan Gao, Elena Albu, Krizia Tuand, Veerle Cossey, Frank E Rademakers, Ben Van Calster, +1 more
13citations -
Artificial Intelligence Applied to Ultrasound Diagnosis of Pelvic Gynecological Tumors: A Systematic Review and Meta-Analysis2025 Gynecologic and Obstetric Investigation review Computer Science AI in cancer detection Open access
Axel Geysels, Giulia Garofalo, Stefan Timmerman, Lasai Barreñada, Bart De Moor, Dirk Timmerman, +2 more
5citations -
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
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