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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.
Delineation of Tumor Habitats based on Dynamic Contrast Enhanced MRI.
Chang YC, Ackerstaff E, Tschudi Y, Jimenez B, Foltz W, Fisher C, Lilge L, Cho H, Carlin S, Gillies RJ, Balagurunathan Y, Yechieli RL, Subhawong T, Turkbey B, Pollack A, Stoyanova R. Chang YC, et al. Among authors: balagurunathan y. Sci Rep. 2017 Aug 29;7(1):9746. doi: 10.1038/s41598-017-09932-5. Sci Rep. 2017. PMID: 28851989 Free PMC article.
Prostate cancer radiomics and the promise of radiogenomics.
Stoyanova R, Takhar M, Tschudi Y, Ford JC, Solórzano G, Erho N, Balagurunathan Y, Punnen S, Davicioni E, Gillies RJ, Pollack A. Stoyanova R, et al. Among authors: balagurunathan y. Transl Cancer Res. 2016 Aug;5(4):432-447. doi: 10.21037/tcr.2016.06.20. Transl Cancer Res. 2016. PMID: 29188191 Free PMC article.
78 results