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Statistical issues in the comparison of quantitative imaging biomarker algorithms using pulmonary nodule volume as an example.
Obuchowski NA, Barnhart HX, Buckler AJ, Pennello G, Wang XF, Kalpathy-Cramer J, Kim HJ, Reeves AP; Case Example Working Group. Obuchowski NA, et al. Among authors: pennello g. Stat Methods Med Res. 2015 Feb;24(1):107-40. doi: 10.1177/0962280214537392. Epub 2014 Jun 11. Stat Methods Med Res. 2015. PMID: 24919828 Free PMC article.
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: pennello g. 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.
Quantitative imaging biomarkers: a review of statistical methods for technical performance assessment.
Raunig DL, McShane LM, Pennello G, Gatsonis C, Carson PL, Voyvodic JT, Wahl RL, Kurland BF, Schwarz AJ, Gönen M, Zahlmann G, Kondratovich MV, O'Donnell K, Petrick N, Cole PE, Garra B, Sullivan DC; QIBA Technical Performance Working Group. Raunig DL, et al. Among authors: pennello g. Stat Methods Med Res. 2015 Feb;24(1):27-67. doi: 10.1177/0962280214537344. Epub 2014 Jun 11. Stat Methods Med Res. 2015. PMID: 24919831 Free PMC article. Review.
A Framework for Evaluating the Technical Performance of Multiparameter Quantitative Imaging Biomarkers (mp-QIBs).
Obuchowski NA, Huang E, deSouza NM, Raunig D, Delfino J, Buckler A, Hatt C, Wang X, Moskowitz C, Guimaraes A, Giger M, Hall TJ, Kinahan P, Pennello G. Obuchowski NA, et al. Among authors: pennello g. Acad Radiol. 2023 Feb;30(2):147-158. doi: 10.1016/j.acra.2022.08.031. Epub 2022 Sep 27. Acad Radiol. 2023. PMID: 36180328 Free PMC article. Review.
Multiparametric Quantitative Imaging in Risk Prediction: Recommendations for Data Acquisition, Technical Performance Assessment, and Model Development and Validation.
Huang EP, Pennello G, deSouza NM, Wang X, Buckler AJ, Kinahan PE, Barnhart HX, Delfino JG, Hall TJ, Raunig DL, Guimaraes AR, Obuchowski NA. Huang EP, et al. Among authors: pennello g. Acad Radiol. 2023 Feb;30(2):196-214. doi: 10.1016/j.acra.2022.09.018. Epub 2022 Oct 21. Acad Radiol. 2023. PMID: 36273996 Free PMC article. Review.
46 results