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Page 1
Understanding metric-related pitfalls in image analysis validation.
Reinke A, Tizabi MD, Baumgartner M, Eisenmann M, Heckmann-Nötzel D, Kavur AE, Rädsch T, Sudre CH, Acion L, Antonelli M, Arbel T, Bakas S, Benis A, Blaschko M, Buettner F, Cardoso MJ, Cheplygina V, Chen J, Christodoulou E, Cimini BA, Collins GS, Farahani K, Ferrer L, Galdran A, van Ginneken B, Glocker B, Godau P, Haase R, Hashimoto DA, Hoffman MM, Huisman M, Isensee F, Jannin P, Kahn CE, Kainmueller D, Kainz B, Karargyris A, Karthikesalingam A, Kenngott H, Kleesiek J, Kofler F, Kooi T, Kopp-Schneider A, Kozubek M, Kreshuk A, Kurc T, Landman BA, Litjens G, Madani A, Maier-Hein K, Martel AL, Mattson P, Meijering E, Menze B, Moons KGM, Müller H, Nichyporuk B, Nickel F, Petersen J, Rafelski SM, Rajpoot N, Reyes M, Riegler MA, Rieke N, Saez-Rodriguez J, Sánchez CI, Shetty S, van Smeden M, Summers RM, Taha AA, Tiulpin A, Tsaftaris SA, Calster BV, Varoquaux G, Wiesenfarth M, Yaniv ZR, Jäger PF, Maier-Hein L. Reinke A, et al. Among authors: van smeden m, van ginneken b. ArXiv [Preprint]. 2024 Feb 23:arXiv:2302.01790v4. ArXiv. 2024. Update in: Nat Methods. 2024 Feb;21(2):182-194. doi: 10.1038/s41592-023-02150-0 PMID: 36945687 Free PMC article. Updated. Preprint.
Calibration: the Achilles heel of predictive analytics.
Van Calster B, McLernon DJ, van Smeden M, Wynants L, Steyerberg EW; Topic Group ‘Evaluating diagnostic tests and prediction models’ of the STRATOS initiative. Van Calster B, et al. Among authors: van smeden m. BMC Med. 2019 Dec 16;17(1):230. doi: 10.1186/s12916-019-1466-7. BMC Med. 2019. PMID: 31842878 Free PMC article.
Older people's goals of care in relation to frailty status-the COOP-study.
van der Klei VMGTH, Drewes YM, van Raaij BFM, van Dalsen MDW, Julien AG, Festen J, Polinder-Bos H, Mooijaart SP, Gussekloo J, van den Bos F; COVID-19 Outcomes in Older People (COOP)-consortium. van der Klei VMGTH, et al. Age Ageing. 2024 May 1;53(5):afae097. doi: 10.1093/ageing/afae097. Age Ageing. 2024. PMID: 38796317 Free PMC article.
Predicting the risk of intensive care unit admission in patients with COVID-19 presenting in the emergency room: Development and evaluation of the CROSS score.
Xiang W, Steinbeis F, Dhindsa K, Kurth F, Lingscheid T, Thibeault C, Meyer HJ, Suttorp N, Mittermaier M, Stecher M, Scherer M, Hagen M, Mitrov L, Geisler R, Appel KS, Hopff SM, Koll C, Nunes de Miranda SM, Weismantel C, Reese JP, Heuschmann P, Miljukov O, Nürnberger C, Sander LE, Vehreschild JJ, Witzenrath M, van Smeden M, Zoller T. Xiang W, et al. Among authors: van smeden m. Clin Infect Dis. 2025 Jan 10:ciaf006. doi: 10.1093/cid/ciaf006. Online ahead of print. Clin Infect Dis. 2025. PMID: 39792903
The influence of the dynamic context of the pandemic on the predictive performance of mortality predictions over time in older patients hospitalised for COVID-19.
van Raaij BFM, Zahra A, Steyerberg EW, de Hond AAH, Smits RAL, van der Klei VMGTH, Polinder-Bos HA, Minnema J, Appelman B, Smorenberg A, Trompet S, Peeters G, van Smeden M, Moons KGM, Gussekloo J, Mooijaart SP, Noordam R; COOP consortium and COVID-OLD study. van Raaij BFM, et al. Among authors: van smeden m. J Clin Epidemiol. 2024 Dec 26:111652. doi: 10.1016/j.jclinepi.2024.111652. Online ahead of print. J Clin Epidemiol. 2024. PMID: 39732182 Free article.
Validation of prognostic models predicting mortality or ICU admission in patients with COVID-19 in low- and middle-income countries: a global individual participant data meta-analysis.
Damen JAA, Arshi B, van Smeden M, Bertagnolio S, Diaz JV, Silva R, Thwin SS, Wynants L, Moons KGM. Damen JAA, et al. Among authors: van smeden m. Diagn Progn Res. 2024 Dec 19;8(1):17. doi: 10.1186/s41512-024-00181-5. Diagn Progn Res. 2024. PMID: 39696542 Free PMC article.
Updating methods for artificial intelligence-based clinical prediction models: a scoping review.
Meijerink LM, Dunias ZS, Leeuwenberg AM, de Hond AAH, Jenkins DA, Martin GP, Sperrin M, Peek N, Spijker R, Hooft L, Moons KGM, van Smeden M, Schuit E. Meijerink LM, et al. Among authors: van smeden m. J Clin Epidemiol. 2024 Dec 9;178:111636. doi: 10.1016/j.jclinepi.2024.111636. Online ahead of print. J Clin Epidemiol. 2024. PMID: 39662644 Free article.
Risk-Based Decision Making: Estimands for Sequential Prediction Under Interventions.
Luijken K, Morzywołek P, van Amsterdam W, Cinà G, Hoogland J, Keogh R, Krijthe JH, Magliacane S, van Ommen T, Peek N, Putter H, van Smeden M, Sperrin M, Wang J, Weir DL, Didelez V, van Geloven N. Luijken K, et al. Among authors: van smeden m. Biom J. 2024 Dec;66(8):e70011. doi: 10.1002/bimj.70011. Biom J. 2024. PMID: 39607308 Free PMC article.
190 results