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Quantitative imaging biomarkers: a review of statistical methods for computer algorithm comparisons.
Obuchowski NA, Reeves AP, Huang EP, Wang XF, Buckler AJ, Kim HJ, Barnhart HX, Jackson EF, Giger ML, Pennello G, Toledano AY, Kalpathy-Cramer J, Apanasovich TV, Kinahan PE, Myers KJ, Goldgof DB, Barboriak DP, Gillies RJ, Schwartz LH, Sullivan DC; Algorithm Comparison Working Group. Obuchowski NA, et al. Among authors: myers kj. Stat Methods Med Res. 2015 Feb;24(1):68-106. doi: 10.1177/0962280214537390. Epub 2014 Jun 11. Stat Methods Med Res. 2015. PMID: 24919829 Free PMC article. Review.
Multireader multicase variance analysis for binary data.
Gallas BD, Pennello GA, Myers KJ. Gallas BD, et al. Among authors: myers kj. J Opt Soc Am A Opt Image Sci Vis. 2007 Dec;24(12):B70-80. doi: 10.1364/josaa.24.000b70. J Opt Soc Am A Opt Image Sci Vis. 2007. PMID: 18059916
Evaluating imaging and computer-aided detection and diagnosis devices at the FDA.
Gallas BD, Chan HP, D'Orsi CJ, Dodd LE, Giger ML, Gur D, Krupinski EA, Metz CE, Myers KJ, Obuchowski NA, Sahiner B, Toledano AY, Zuley ML. Gallas BD, et al. Among authors: myers kj. Acad Radiol. 2012 Apr;19(4):463-77. doi: 10.1016/j.acra.2011.12.016. Epub 2012 Feb 3. Acad Radiol. 2012. PMID: 22306064 Free PMC article.
Toward fairness in artificial intelligence for medical image analysis: identification and mitigation of potential biases in the roadmap from data collection to model deployment.
Drukker K, Chen W, Gichoya J, Gruszauskas N, Kalpathy-Cramer J, Koyejo S, Myers K, Sá RC, Sahiner B, Whitney H, Zhang Z, Giger M. Drukker K, et al. J Med Imaging (Bellingham). 2023 Nov;10(6):061104. doi: 10.1117/1.JMI.10.6.061104. Epub 2023 Apr 26. J Med Imaging (Bellingham). 2023. PMID: 37125409 Free PMC article.
140 results