Steven Eschrich
Steven Eschrich
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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
Gene expression–based survival prediction in lung adenocarcinoma: a multi-site, blinded validation study
Nature medicine 14 (8), 822-827, 2008
Persistent activation of stat3 signaling induces survivin gene expression and confers resistance to apoptosis in human breast cancer cells
T Gritsko, A Williams, J Turkson, S Kaneko, T Bowman, M Huang, S Nam, ...
Clinical cancer research 12 (1), 11-19, 2006
Experimentally derived metastasis gene expression profile predicts recurrence and death in patients with colon cancer
JJ Smith, NG Deane, F Wu, NB Merchant, B Zhang, A Jiang, P Lu, ...
Gastroenterology 138 (3), 958-968, 2010
The gene expression profiles of primary and metastatic melanoma yields a transition point of tumor progression and metastasis
AI Riker, SA Enkemann, O Fodstad, S Liu, S Ren, C Morris, Y Xi, P Howell, ...
BMC medical genomics 1, 1-16, 2008
Metastasis-associated gene expression changes predict poor outcomes in patients with Dukes stage B and C colorectal cancer
RN Jorissen, P Gibbs, M Christie, S Prakash, L Lipton, J Desai, D Kerr, ...
Clinical Cancer Research 15 (24), 7642-7651, 2009
Molecular staging for survival prediction of colorectal cancer patients
S Eschrich, I Yang, G Bloom, KY Kwong, D Boulware, A Cantor, ...
Journal of Clinical Oncology 23 (15), 3526-3535, 2005
A genome-based model for adjusting radiotherapy dose (GARD): a retrospective, cohort-based study
JG Scott, A Berglund, MJ Schell, I Mihaylov, WJ Fulp, B Yue, E Welsh, ...
The lancet oncology 18 (2), 202-211, 2017
12-Chemokine gene signature identifies lymph node-like structures in melanoma: potential for patient selection for immunotherapy?
JL Messina, DA Fenstermacher, S Eschrich, X Qu, AE Berglund, MC Lloyd, ...
Scientific reports 2 (1), 765, 2012
Transcriptional recapitulation and subversion of embryonic colon development by mouse colon tumor models and human colon cancer
S Kaiser, YK Park, JL Franklin, RB Halberg, M Yu, WJ Jessen, ...
Genome biology 8, 1-26, 2007
A gene expression model of intrinsic tumor radiosensitivity: prediction of response and prognosis after chemoradiation
SA Eschrich, J Pramana, H Zhang, H Zhao, D Boulware, JH Lee, G Bloom, ...
International Journal of Radiation Oncology* Biology* Physics 75 (2), 489-496, 2009
A chemical and phosphoproteomic characterization of dasatinib action in lung cancer
J Li, U Rix, B Fang, Y Bai, A Edwards, J Colinge, KL Bennett, J Gao, ...
Nature chemical biology 6 (4), 291-299, 2010
Multi-platform, multi-site, microarray-based human tumor classification
G Bloom, IV Yang, D Boulware, KY Kwong, D Coppola, S Eschrich, ...
The American journal of pathology 164 (1), 9-16, 2004
Fast accurate fuzzy clustering through data reduction
S Eschrich, J Ke, LO Hall, DB Goldgof
IEEE transactions on fuzzy systems 11 (2), 262-270, 2003
Differential association of STK11 and TP53 with KRAS mutation-associated gene expression, proliferation and immune surveillance in lung adenocarcinoma
MB Schabath, EA Welsh, WJ Fulp, L Chen, JK Teer, ZJ Thompson, ...
Oncogene 35 (24), 3209-3216, 2016
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, 805-823, 2014
Methods and systems for predicting cancer outcome
TJ Yeatman, S Eschrich, GC Bloom
US Patent 10,181,009, 2019
Systems biology modeling of the radiation sensitivity network: a biomarker discovery platform
S Eschrich, H Zhang, H Zhao, D Boulware, JH Lee, G Bloom, ...
International Journal of Radiation Oncology* Biology* Physics 75 (2), 497-505, 2009
Prediction of radiation sensitivity using a gene expression classifier
JF Torres-Roca, S Eschrich, H Zhao, G Bloom, J Sung, S McCarthy, ...
Cancer research 65 (16), 7169-7176, 2005
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