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Systematic review identifies the design and methodological conduct of studies on machine learning-based prediction models.
Andaur Navarro CL, Damen JAA, van Smeden M, Takada T, Nijman SWJ, Dhiman P, Ma J, Collins GS, Bajpai R, Riley RD, Moons KGM, Hooft L. Andaur Navarro CL, et al. Among authors: damen jaa. J Clin Epidemiol. 2023 Feb;154:8-22. doi: 10.1016/j.jclinepi.2022.11.015. Epub 2022 Nov 25. J Clin Epidemiol. 2023. PMID: 36436815 Free article. Review.
Erratum to: Methods for evaluating medical tests and biomarkers.
Gopalakrishna G, Langendam M, Scholten R, Bossuyt P, Leeflang M, Noel-Storr A, Thomas J, Marshall I, Wallace B, Whiting P, Davenport C, Leeflang M, GopalaKrishna G, de Salis I, Mallett S, Wolff R, Whiting P, Riley R, Westwood M, Kleinen J, Collins G, Reitsma H, Moons K, Zapf A, Hoyer A, Kramer K, Kuss O, Ensor J, Deeks JJ, Martin EC, Riley RD, Rücker G, Steinhauser S, Schumacher M, Riley R, Ensor J, Snell K, Willis B, Debray T, Moons K, Deeks J, Collins G, di Ruffano LF, Willis B, Davenport C, Mallett S, Taylor-Phillips S, Hyde C, Deeks J, Mallett S, Taylor SA, Batnagar G; STREAMLINE COLON Investigators; STREAMLINE LUNG Investigators; METRIC Investigators; Taylor-Phillips S, Di Ruffano LF, Seedat F, Clarke A, Deeks J, Byron S, Nixon F, Albrow R, Walker T, Deakin C, Hyde C, Zhelev Z, Hunt H, di Ruffano LF, Yang Y, Abel L, Buchanan J, Fanshawe T, Shinkins B, Wynants L, Verbakel J, Van Huffel S, Timmerman D, Van Calster B, Leeflang M, Zwinderman A, Bossuyt P, Oke J, O'Sullivan J, Perera R, Nicholson B, Bromley HL, Roberts TE, Francis A, Petrie D, Mann GB, Malottki K, Smith H, Deeks J, Billingham L, Sitch A, Mallett S, Deeks J, Gerke O, Holm-Vilstrup M, Segtnan EA, Halekoh U, Høilund-… See abstract for full author list ➔ Gopalakrishna G, et al. Diagn Progn Res. 2017 Mar 30;1:11. doi: 10.1186/s41512-017-0011-4. eCollection 2017. Diagn Progn Res. 2017. PMID: 31095132 Free PMC article.
Both clinical trial register and electronic bibliographic database searches were needed to identify randomized clinical trials for systematic reviews: an evaluation study.
Kaul T, Colombijn JMT, Vernooij RWM, Spijker R, Idema DL, Huis In 't Veld LF, Damen JAA, Hooft L. Kaul T, et al. Among authors: damen jaa. J Clin Epidemiol. 2024 Feb 24;169:111300. doi: 10.1016/j.jclinepi.2024.111300. Online ahead of print. J Clin Epidemiol. 2024. PMID: 38402998 Free article.
Risk of bias assessments in individual participant data meta-analyses of test accuracy and prediction models: a review shows improvements are needed.
Levis B, Snell KIE, Damen JAA, Hattle M, Ensor J, Dhiman P, Andaur Navarro CL, Takwoingi Y, Whiting PF, Debray TPA, Reitsma JB, Moons KGM, Collins GS, Riley RD. Levis B, et al. Among authors: damen jaa. J Clin Epidemiol. 2024 Jan;165:111206. doi: 10.1016/j.jclinepi.2023.10.022. Epub 2023 Nov 2. J Clin Epidemiol. 2024. PMID: 37925059 Free article. Review.
44 results