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TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods2024 BMJ article Decision Sciences Meta-analysis and systematic reviews Open access cited by 3 patents
Professor Gary S. Collins, Karel G.M. Moons, Paula Dhiman, Richard D Riley, Andrew L. Beam, Ben Van Calster, +27 more
3,889citations -
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 -
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods: a Korean translation2025 Ewha Medical Journal article Decision Sciences Meta-analysis and systematic reviews Open access
Professor Gary S. Collins, Karel G.M. Moons, Paula Dhiman, Richard D Riley, Andrew L. Beam, Ben Van Calster, +27 more
11citations -
“EXPERT” A Practical and Forward-Looking Guide to Capturing Protein Expression and Purification Metadata to develop Machine Learning Models2026 Journal of Biological Chemistry article Decision Sciences Scientific Computing and Data Management Open access
C.D.O. Cooper, Evgeny Tankhilevich, Kim Remans, Ahmed El Marjou, Aled M. Edwards, Andrew Leach, +80 more
0citations -
Protocol for development of a reporting guideline (TRIPOD-AI) and risk of bias tool (PROBAST-AI) for diagnostic and prognostic prediction model studies based on artificial intelligence2021 BMJ Open article Decision Sciences Meta-analysis and systematic reviews Open access cited by 1 patent
Professor Gary S. Collins, Paula Dhiman, Constanza L. Andaur Navarro, Jie Ma, Lotty Hooft, Johannes B. Reitsma, +7 more
844citations -
Novel calibration design improves knowledge transfer across products for the characterization of pharmaceutical bioprocesses2024 Biotechnology Journal article Decision Sciences Optimal Experimental Design Methods Open access
Laura M. Helleckes, Claus Wirnsperger, Jakub Polak, Gonzalo Guillén‐Gosálbez, Alessandro Butté, Moritz von Stosch
12citations -
Bayesian calibration, process modeling and uncertainty quantification in biotechnology2022 PLoS Computational Biology article Decision Sciences Optimal Experimental Design Methods Open access cited by 1 patent
Laura M. Helleckes, Michael Osthege, Wolfgang Wiechert, Eric von Lieres, Marco Oldiges
34citations
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