|Radiomics: the process and the challenges|
V Kumar, Y Gu, S Basu, A Berglund, SA Eschrich, MB Schabath, K Forster, ...
Magnetic resonance imaging 30 (9), 1234-1248, 2012
|Acidity generated by the tumor microenvironment drives local invasion|
V Estrella, T Chen, M Lloyd, J Wojtkowiak, HH Cornnell, ...
Cancer research 73 (5), 1524-1535, 2013
|Reproducibility and prognosis of quantitative features extracted from CT images|
Y Balagurunathan, Y Gu, H Wang, V Kumar, O Grove, S Hawkins, J Kim, ...
Translational oncology 7 (1), 72-87, 2014
|Intrinsic dependencies of CT radiomic features on voxel size and number of gray levels|
M Shafiq‐ul‐Hassan, GG Zhang, K Latifi, G Ullah, DC Hunt, ...
Medical physics 44 (3), 1050-1062, 2017
|Quantitative computed tomographic descriptors associate tumor shape complexity and intratumor heterogeneity with prognosis in lung adenocarcinoma|
O Grove, AE Berglund, MB Schabath, HJWL Aerts, A Dekker, H Wang, ...
PloS one 10 (3), e0118261, 2015
|Test–retest reproducibility analysis of lung CT image features|
Y Balagurunathan, V Kumar, Y Gu, J Kim, H Wang, Y Liu, DB Goldgof, ...
Journal of digital imaging 27 (6), 805-823, 2014
|Predicting malignant nodules from screening CT scans|
S Hawkins, H Wang, Y Liu, A Garcia, O Stringfield, H Krewer, Q Li, ...
Journal of Thoracic Oncology 11 (12), 2120-2128, 2016
|Radiomic features are associated with EGFR mutation status in lung adenocarcinomas|
Y Liu, J Kim, Y Balagurunathan, Q Li, AL Garcia, O Stringfield, Z Ye, ...
Clinical lung cancer 17 (5), 441-448. e6, 2016
|Estrogen induces apoptosis in estrogen deprivation-resistant breast cancer through stress responses as identified by global gene expression across time|
EA Ariazi, HE Cunliffe, JS Lewis-Wambi, MJ Slifker, AL Willis, P Ramos, ...
Proceedings of the National Academy of Sciences 108 (47), 18879-18886, 2011
|CT features associated with epidermal growth factor receptor mutation status in patients with lung adenocarcinoma|
Y Liu, J Kim, F Qu, S Liu, H Wang, Y Balagurunathan, Z Ye, RJ Gillies
Radiology 280 (1), 271-280, 2016
|Comparison of established and emerging biodosimetry assays|
K Rothkamm, C Beinke, H Romm, C Badie, Y Balagurunathan, S Barnard, ...
Radiation research 180 (2), 111-119, 2013
|Defining cancer subpopulations by adaptive strategies rather than molecular properties provides novel insights into intratumoral evolution|
A Ibrahim-Hashim, M Robertson-Tessi, PM Enriquez-Navas, M Damaghi, ...
Cancer research 77 (9), 2242-2254, 2017
|Radiologically defined ecological dynamics and clinical outcomes in glioblastoma multiforme: preliminary results|
M Zhou, L Hall, D Goldgof, R Russo, Y Balagurunathan, R Gillies, ...
Translational oncology 7 (1), 5-13, 2014
|Simulation of cDNA microarrays via a parameterized random signal model|
Y Balagurunathan, ER Dougherty, Y Chen, ML Bittner, JM Trent
Journal of biomedical optics 7 (3), 507-524, 2002
|Predicting outcomes of nonsmall cell lung cancer using CT image features|
SH Hawkins, JN Korecki, Y Balagurunathan, Y Gu, V Kumar, S Basu, ...
IEEE access 2, 1418-1426, 2014
|Epigenetic transdifferentiation of normal melanocytes by a metastatic melanoma microenvironment|
EA Seftor, KM Brown, L Chin, DA Kirschmann, WW Wheaton, ...
Cancer research 65 (22), 10164-10169, 2005
|Deep feature transfer learning in combination with traditional features predicts survival among patients with lung adenocarcinoma|
R Paul, SH Hawkins, Y Balagurunathan, MB Schabath, RJ Gillies, LO Hall, ...
Tomography 2 (4), 388, 2016
|Radiomics of lung nodules: a multi-institutional study of robustness and agreement of quantitative imaging features|
J Kalpathy-Cramer, A Mamomov, B Zhao, L Lu, D Cherezov, S Napel, ...
Tomography 2 (4), 430, 2016
|Prostate cancer radiomics and the promise of radiogenomics|
R Stoyanova, M Takhar, Y Tschudi, JC Ford, G Solórzano, N Erho, ...
Translational cancer research 5 (4), 432, 2016
|Intermittent hypoxia selects for genotypes and phenotypes that increase survival, invasion, and therapy resistance|
D Verduzco, M Lloyd, L Xu, A Ibrahim-Hashim, Y Balagurunathan, ...
PloS one 10 (3), e0120958, 2015