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The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models.
Shi L, Campbell G, Jones WD, Campagne F, Wen Z, Walker SJ, Su Z, Chu TM, Goodsaid FM, Pusztai L, Shaughnessy JD Jr, Oberthuer A, Thomas RS, Paules RS, Fielden M, Barlogie B, Chen W, Du P, Fischer M, Furlanello C, Gallas BD, Ge X, Megherbi DB, Symmans WF, Wang MD, Zhang J, Bitter H, Brors B, Bushel PR, Bylesjo M, Chen M, Cheng J, Cheng J, Chou J, Davison TS, Delorenzi M, Deng Y, Devanarayan V, Dix DJ, Dopazo J, Dorff KC, Elloumi F, Fan J, Fan S, Fan X, Fang H, Gonzaludo N, Hess KR, Hong H, Huan J, Irizarry RA, Judson R, Juraeva D, Lababidi S, Lambert CG, Li L, Li Y, Li Z, Lin SM, Liu G, Lobenhofer EK, Luo J, Luo W, McCall MN, Nikolsky Y, Pennello GA, Perkins RG, Philip R, Popovici V, Price ND, Qian F, Scherer A, Shi T, Shi W, Sung J, Thierry-Mieg D, Thierry-Mieg J, Thodima V, Trygg J, Vishnuvajjala L, Wang SJ, Wu J, Wu Y, Xie Q, Yousef WA, Zhang L, Zhang X, Zhong S, Zhou Y, Zhu S, Arasappan D, Bao W, Lucas AB, Berthold F, Brennan RJ, Buness A, Catalano JG, Chang C, Chen R, Cheng Y, Cui J, Czika W, Demichelis F, Deng X, Dosymbekov D, Eils R, Feng Y, Fostel J, Fulmer-Smentek S, Fuscoe JC, Gatto L, Ge W, Goldstein DR, Guo L, Halbert DN, Han J, Harris SC, Hatzis C, Herman D, Hua… See abstract for full author list ➔ Shi L, et al. Among authors: pennello ga. Nat Biotechnol. 2010 Aug;28(8):827-38. doi: 10.1038/nbt.1665. Epub 2010 Jul 30. Nat Biotechnol. 2010. PMID: 20676074 Free PMC article.
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.
Missing data in the regulation of medical devices.
Campbell G, Pennello G, Yue L. Campbell G, et al. Among authors: pennello g. J Biopharm Stat. 2011 Mar;21(2):180-95. doi: 10.1080/10543406.2011.550094. J Biopharm Stat. 2011. PMID: 21390995 Review.
46 results