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The Lung Image Database Consortium (LIDC) and Image Database Resource Initiative (IDRI): a completed reference database of lung nodules on CT scans.
Armato SG 3rd, McLennan G, Bidaut L, McNitt-Gray MF, Meyer CR, Reeves AP, Zhao B, Aberle DR, Henschke CI, Hoffman EA, Kazerooni EA, MacMahon H, Van Beeke EJ, Yankelevitz D, Biancardi AM, Bland PH, Brown MS, Engelmann RM, Laderach GE, Max D, Pais RC, Qing DP, Roberts RY, Smith AR, Starkey A, Batrah P, Caligiuri P, Farooqi A, Gladish GW, Jude CM, Munden RF, Petkovska I, Quint LE, Schwartz LH, Sundaram B, Dodd LE, Fenimore C, Gur D, Petrick N, Freymann J, Kirby J, Hughes B, Casteele AV, Gupte S, Sallamm M, Heath MD, Kuhn MH, Dharaiya E, Burns R, Fryd DS, Salganicoff M, Anand V, Shreter U, Vastagh S, Croft BY. Armato SG 3rd, et al. Med Phys. 2011 Feb;38(2):915-31. doi: 10.1118/1.3528204. Med Phys. 2011. PMID: 21452728 Free PMC article.
The Lung Image Database Consortium (LIDC) data collection process for nodule detection and annotation.
McNitt-Gray MF, Armato SG 3rd, Meyer CR, Reeves AP, McLennan G, Pais RC, Freymann J, Brown MS, Engelmann RM, Bland PH, Laderach GE, Piker C, Guo J, Towfic Z, Qing DP, Yankelevitz DF, Aberle DR, van Beek EJ, MacMahon H, Kazerooni EA, Croft BY, Clarke LP. McNitt-Gray MF, et al. Acad Radiol. 2007 Dec;14(12):1464-74. doi: 10.1016/j.acra.2007.07.021. Acad Radiol. 2007. PMID: 18035276 Free PMC article.
Assessment of radiologist performance in the detection of lung nodules: dependence on the definition of "truth".
Armato SG 3rd, Roberts RY, Kocherginsky M, Aberle DR, Kazerooni EA, Macmahon H, van Beek EJ, Yankelevitz D, McLennan G, McNitt-Gray MF, Meyer CR, Reeves AP, Caligiuri P, Quint LE, Sundaram B, Croft BY, Clarke LP. Armato SG 3rd, et al. Acad Radiol. 2009 Jan;16(1):28-38. doi: 10.1016/j.acra.2008.05.022. Acad Radiol. 2009. PMID: 19064209 Free PMC article.
Evaluation of lung MDCT nodule annotation across radiologists and methods.
Meyer CR, Johnson TD, McLennan G, Aberle DR, Kazerooni EA, Macmahon H, Mullan BF, Yankelevitz DF, van Beek EJ, Armato SG 3rd, McNitt-Gray MF, Reeves AP, Gur D, Henschke CI, Hoffman EA, Bland PH, Laderach G, Pais R, Qing D, Piker C, Guo J, Starkey A, Max D, Croft BY, Clarke LP. Meyer CR, et al. Acad Radiol. 2006 Oct;13(10):1254-65. doi: 10.1016/j.acra.2006.07.012. Acad Radiol. 2006. PMID: 16979075 Free PMC article.
The Lung Image Database Consortium (LIDC): an evaluation of radiologist variability in the identification of lung nodules on CT scans.
Armato SG 3rd, McNitt-Gray MF, Reeves AP, Meyer CR, McLennan G, Aberle DR, Kazerooni EA, MacMahon H, van Beek EJ, Yankelevitz D, Hoffman EA, Henschke CI, Roberts RY, Brown MS, Engelmann RM, Pais RC, Piker CW, Qing D, Kocherginsky M, Croft BY, Clarke LP. Armato SG 3rd, et al. Acad Radiol. 2007 Nov;14(11):1409-21. doi: 10.1016/j.acra.2007.07.008. Acad Radiol. 2007. PMID: 17964464 Free PMC article.