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Machine Learning Compared With Pathologist Assessment.
van Smeden M, Van Calster B, Groenwold RHH. van Smeden M, et al. Among authors: van calster b. JAMA. 2018 Apr 24;319(16):1725-1726. doi: 10.1001/jama.2018.1466. JAMA. 2018. PMID: 29710156 No abstract available.
Three myths about risk thresholds for prediction models.
Wynants L, van Smeden M, McLernon DJ, Timmerman D, Steyerberg EW, Van Calster B; Topic Group ‘Evaluating diagnostic tests and prediction models’ of the STRATOS initiative. Wynants L, et al. Among authors: van calster b, van smeden m. BMC Med. 2019 Oct 25;17(1):192. doi: 10.1186/s12916-019-1425-3. BMC Med. 2019. PMID: 31651317 Free PMC article.
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.
Prediction models for diagnosis and prognosis of covid-19: systematic review and critical appraisal.
Wynants L, Van Calster B, Collins GS, Riley RD, Heinze G, Schuit E, Bonten MMJ, Dahly DL, Damen JAA, Debray TPA, de Jong VMT, De Vos M, Dhiman P, Haller MC, Harhay MO, Henckaerts L, Heus P, Kammer M, Kreuzberger N, Lohmann A, Luijken K, Ma J, Martin GP, McLernon DJ, Andaur Navarro CL, Reitsma JB, Sergeant JC, Shi C, Skoetz N, Smits LJM, Snell KIE, Sperrin M, Spijker R, Steyerberg EW, Takada T, Tzoulaki I, van Kuijk SMJ, van Bussel B, van der Horst ICC, van Royen FS, Verbakel JY, Wallisch C, Wilkinson J, Wolff R, Hooft L, Moons KGM, van Smeden M. Wynants L, et al. Among authors: van calster b, van smeden m, van royen fs, van der horst icc, van kuijk smj, van bussel b. BMJ. 2020 Apr 7;369:m1328. doi: 10.1136/bmj.m1328. BMJ. 2020. Update in: BMJ. 2021 Feb 3;372:n236. doi: 10.1136/bmj.n236 PMID: 32265220 Free PMC article. Updated.
Time to reality check the promises of machine learning-powered precision medicine.
Wilkinson J, Arnold KF, Murray EJ, van Smeden M, Carr K, Sippy R, de Kamps M, Beam A, Konigorski S, Lippert C, Gilthorpe MS, Tennant PWG. Wilkinson J, et al. Among authors: van smeden m. Lancet Digit Health. 2020 Dec;2(12):e677-e680. doi: 10.1016/S2589-7500(20)30200-4. Epub 2020 Sep 16. Lancet Digit Health. 2020. PMID: 33328030 Free PMC article.
189 results