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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 -
Advancements in supervised deep learning for metal artifact reduction in computed tomography: A systematic review2024 European Journal of Radiology review Engineering Advanced X-ray and CT Imaging Open access cited by 1 patent
Cecile E J Kleber, Ramez Karius, Lucas E Naessens, Coen O Van Toledo, Jochen A. C. van Osch, Martijn F. Boomsma, +2 more
20citations -
Risk of bias of prognostic models developed using machine learning: a systematic review in oncology2022 Diagnostic and Prognostic Research 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
80citations -
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 -
Integration of deep learning-based image analysis and genomic data in cancer pathology: A systematic review2021 European Journal of Cancer review Computer Science AI in cancer detection Open access cited by 1 patent
Lucas Schneider, Sara Laiouar-Pedari, Sara Kuntz, Eva Krieghoff‐Henning, Achim Hekler, Jakob Nikolas Kather, +3 more
102citations -
From data to action: a systematic review of what teachers need to act on static and real-time student data in primary education2026 Teaching and Teacher Education review Decision Sciences Educational Assessment and Improvement Open access
Monique Van Kessel, Anne Horvers, Mario de Jonge, Inge Molenaar, Nadira Saab
0citations -
Automatic detection for bioacoustic research: a practical guide from and for biologists and computer scientists2024 Biological reviews/Biological reviews of the Cambridge Philosophical Society review Computer Science Music and Audio Processing Open access
Arik Kershenbaum, Çağlar Akçay, Lakshmi Babu Saheer, Alexander Barnhill, Paul Best, Jules Cauzinille, +16 more
59citations -
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 -
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 -
Artificial intelligence in child development monitoring: A systematic review on usage, outcomes and acceptance2024 Intelligence-Based Medicine review Medicine Artificial Intelligence in Healthcare and Education Open access
Lisa Reinhart, Anne Bischops, Janna-Lina Kerth, Maurus Hagemeister, Bert Heinrichs, Simon Bodo Eickhoff, +4 more
28citations -
A systematic review of functional numeracy measures for 9–12 -year-olds: Validity and reliability evidence2023 International Journal of Educational Research review Mathematics Cognitive and developmental aspects of mathematical skills Open access
Airi M. Hakkarainen, Reinie Cordier, Lauren Parsons, Sangwon Yoon, Anu Laine, Pirjo Aunio, +1 more
8citations -
Maternal and perinatal death surveillance and response: a systematic review of qualitative studies2023 Bulletin of the World Health Organization review Medicine Global Maternal and Child Health Open access
Merlin Luke Willcox, Immaculate Okello, Alice Maidwell‐Smith, Abera Kenay Tura, Thomas van den Akker, Marian Knight
41citations