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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: goldgof d. 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: goldgof dg. 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: goldgof d. Tomography. 2016 Dec;2(4):430-437. doi: 10.18383/j.tom.2016.00235. Tomography. 2016. PMID: 28149958 Free PMC article.
Representation of Deep Features using Radiologist defined Semantic Features.
Paul R, Liu Y, Li Q, Hall L, Goldgof D, Balagurunathan Y, Schabath M, Gillies R. Paul R, et al. Among authors: goldgof d. Proc Int Jt Conf Neural Netw. 2018 Jul;2018:10.1109/IJCNN.2018.8489440. doi: 10.1109/IJCNN.2018.8489440. Epub 2018 Sep 15. Proc Int Jt Conf Neural Netw. 2018. PMID: 30443437 Free PMC article.
Predicting Nodule Malignancy using a CNN Ensemble Approach.
Paul R, Hall L, Goldgof D, Schabath M, Gillies R. Paul R, et al. Among authors: goldgof d. Proc Int Jt Conf Neural Netw. 2018 Jul;2018:10.1109/IJCNN.2018.8489345. doi: 10.1109/IJCNN.2018.8489345. Epub 2018 Oct 15. Proc Int Jt Conf Neural Netw. 2018. PMID: 30443438 Free PMC article.
84 results