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Standardization in Quantitative Imaging: A Multicenter Comparison of Radiomic Features from Different Software Packages on Digital Reference Objects and Patient Data Sets.
McNitt-Gray M, Napel S, Jaggi A, Mattonen SA, Hadjiiski L, Muzi M, Goldgof D, Balagurunathan Y, Pierce LA, Kinahan PE, Jones EF, Nguyen A, Virkud A, Chan HP, Emaminejad N, Wahi-Anwar M, Daly M, Abdalah M, Yang H, Lu L, Lv W, Rahmim A, Gastounioti A, Pati S, Bakas S, Kontos D, Zhao B, Kalpathy-Cramer J, Farahani K. McNitt-Gray M, et al. Among authors: balagurunathan y. Tomography. 2020 Jun;6(2):118-128. doi: 10.18383/j.tom.2019.00031. Tomography. 2020. PMID: 32548288 Free PMC article.
Radiomics: the process and the challenges.
Kumar V, Gu Y, Basu S, Berglund A, Eschrich SA, Schabath MB, Forster K, Aerts HJ, Dekker A, Fenstermacher D, Goldgof DB, Hall LO, Lambin P, Balagurunathan Y, Gatenby RA, Gillies RJ. Kumar V, et al. Among authors: balagurunathan y. Magn Reson Imaging. 2012 Nov;30(9):1234-48. doi: 10.1016/j.mri.2012.06.010. Epub 2012 Aug 13. Magn Reson Imaging. 2012. PMID: 22898692 Free PMC article. Review.
Test-retest reproducibility analysis of lung CT image features.
Balagurunathan Y, Kumar V, Gu Y, Kim J, Wang H, Liu Y, Goldgof DB, Hall LO, Korn R, Zhao B, Schwartz LH, Basu S, Eschrich S, Gatenby RA, Gillies RJ. Balagurunathan Y, et al. J Digit Imaging. 2014 Dec;27(6):805-23. doi: 10.1007/s10278-014-9716-x. J Digit Imaging. 2014. PMID: 24990346 Free PMC article.
Predicting Malignant Nodules from Screening CT Scans.
Hawkins S, Wang H, Liu Y, Garcia A, Stringfield O, Krewer H, Li Q, Cherezov D, Gatenby RA, Balagurunathan Y, Goldgof D, Schabath MB, Hall L, Gillies RJ. Hawkins S, et al. Among authors: balagurunathan y. J Thorac Oncol. 2016 Dec;11(12):2120-2128. doi: 10.1016/j.jtho.2016.07.002. Epub 2016 Jul 13. J Thorac Oncol. 2016. PMID: 27422797 Free PMC article.
Intrinsic dependencies of CT radiomic features on voxel size and number of gray levels.
Shafiq-Ul-Hassan M, Zhang GG, Latifi K, Ullah G, Hunt DC, Balagurunathan Y, Abdalah MA, Schabath MB, Goldgof DG, Mackin D, Court LE, Gillies RJ, Moros EG. Shafiq-Ul-Hassan M, et al. Among authors: balagurunathan y. Med Phys. 2017 Mar;44(3):1050-1062. doi: 10.1002/mp.12123. Med Phys. 2017. PMID: 28112418 Free PMC article.
Radiomics of Lung Nodules: A Multi-Institutional Study of Robustness and Agreement of Quantitative Imaging Features.
Kalpathy-Cramer J, Mamomov A, Zhao B, Lu L, Cherezov D, Napel S, Echegaray S, Rubin D, McNitt-Gray M, Lo P, Sieren JC, Uthoff J, Dilger SK, Driscoll B, Yeung I, Hadjiiski L, Cha K, Balagurunathan Y, Gillies R, Goldgof D. Kalpathy-Cramer J, et al. Among authors: balagurunathan y. Tomography. 2016 Dec;2(4):430-437. doi: 10.18383/j.tom.2016.00235. Tomography. 2016. PMID: 28149958 Free PMC article.
Semi-automated pulmonary nodule interval segmentation using the NLST data.
Balagurunathan Y, Beers A, Kalpathy-Cramer J, McNitt-Gray M, Hadjiiski L, Zhao B, Zhu J, Yang H, Yip SSF, Aerts HJWL, Napel S, Cherezov D, Cha K, Chan HP, Flores C, Garcia A, Gillies R, Goldgof D. Balagurunathan Y, et al. Med Phys. 2018 Mar;45(3):1093-1107. doi: 10.1002/mp.12766. Epub 2018 Feb 19. Med Phys. 2018. PMID: 29363773 Free PMC article.
78 results