CT texture analysis of renal masses: pilot study using random forest classification for prediction of pathology.
暂无分享,去创建一个
Elliot K Fishman | Siva P Raman | Peng Huang | E. Fishman | S. Raman | James L Schroeder | Yifei Chen | Yifei Chen | Peng Huang | J. Schroeder
[1] Roberto Maroldi,et al. Texture analysis of advanced non-small cell lung cancer (NSCLC) on contrast-enhanced computed tomography: prediction of the response to the first-line chemotherapy , 2013, European Radiology.
[2] Omar S. Al-Kadi,et al. Texture Analysis of Aggressive and Nonaggressive Lung Tumor CE CT Images , 2008, IEEE Transactions on Biomedical Engineering.
[3] N. Obuchowski,et al. Enhancement characteristics of papillary renal neoplasms revealed on triphasic helical CT of the kidneys. , 2002, AJR. American journal of roentgenology.
[4] S. Jeon,et al. Characterization of Small Renal Masses Less than 4 cm with Quadriphasic Multidetector Helical Computed Tomography: Differentiation of Benign and Malignant Lesions , 2012, Korean journal of urology.
[5] J. Cho,et al. Subtype differentiation of small renal cell carcinomas on three-phase MDCT: usefulness of the measurement of degree and heterogeneity of enhancement , 2012, Acta radiologica.
[6] Yali Amit,et al. Shape Quantization and Recognition with Randomized Trees , 1997, Neural Computation.
[7] Tin Kam Ho,et al. The Random Subspace Method for Constructing Decision Forests , 1998, IEEE Trans. Pattern Anal. Mach. Intell..
[8] Daniel Margolis,et al. Clear cell renal cell carcinoma: discrimination from other renal cell carcinoma subtypes and oncocytoma at multiphasic multidetector CT. , 2013, Radiology.
[9] K. Miles,et al. Tumour heterogeneity in oesophageal cancer assessed by CT texture analysis: preliminary evidence of an association with tumour metabolism, stage, and survival. , 2012, Clinical radiology.
[10] J. Ellis,et al. Quantitative Enhancement Washout Analysis of Solid Cortical Renal Masses Using Multidetector Computed Tomography , 2011, Journal of computer assisted tomography.
[11] Xuesong Li,et al. The correlation between size of renal cell carcinoma and its histopathological characteristics: a single center study of 1867 renal cell carcinoma cases , 2012, BJU international.
[12] C. Good,et al. Measurements of heterogeneity in gliomas on computed tomography relationship to tumour grade , 2012, Journal of Neuro-Oncology.
[13] E. Fishman,et al. Chromophobe renal cell carcinoma: multiphase MDCT enhancement patterns and morphologic features. , 2013, AJR. American journal of roentgenology.
[14] V. Goh,et al. Assessment of primary colorectal cancer heterogeneity by using whole-tumor texture analysis: contrast-enhanced CT texture as a biomarker of 5-year survival. , 2013, Radiology.
[15] C Chatwin,et al. Gray matter textural heterogeneity as a potential in-vivo biomarker of fine structural abnormalities in Asperger syndrome , 2012, The Pharmacogenomics Journal.
[16] Chris R Chatwin,et al. Texture analysis in non-contrast enhanced CT: impact of malignancy on texture in apparently disease-free areas of the liver. , 2009, European journal of radiology.
[17] K. Miles,et al. Tumour heterogeneity in non-small cell lung carcinoma assessed by CT texture analysis: a potential marker of survival , 2012, European Radiology.
[18] Hersh Chandarana,et al. Contemporary imaging of the renal mass. , 2012, The Urologic clinics of North America.
[19] Leo Breiman,et al. Random Forests , 2001, Machine Learning.
[20] Wu-Chung Shen,et al. Diagnosis of hepatic tumors with texture analysis in nonenhanced computed tomography images. , 2006, Academic radiology.
[21] Ahmed Mosbah,et al. Differentiation of renal cell carcinoma subtypes by multislice computerized tomography. , 2005, The Journal of urology.
[22] Shoji Kido,et al. Fractal Analysis of Small Peripheral Pulmonary Nodules in Thin-section CT: Evaluation of the Lung-nodule Interfaces , 2002, Journal of computer assisted tomography.
[23] V. Goh,et al. Assessment of response to tyrosine kinase inhibitors in metastatic renal cell cancer: CT texture as a predictive biomarker. , 2011, Radiology.
[24] Chris R Chatwin,et al. Hepatic enhancement in colorectal cancer: texture analysis correlates with hepatic hemodynamics and patient survival. , 2007, Academic Radiology.
[25] C. Chatwin,et al. Dynamic Contrast-Enhanced Texture Analysis of the Liver: Initial Assessment in Colorectal Cancer , 2011, Investigative radiology.
[26] Balaji Ganeshan,et al. Colorectal cancer: texture analysis of portal phase hepatic CT images as a potential marker of survival. , 2009, Radiology.
[27] M. Jinzaki,et al. Double-Phase Helical CT of Small Renal Parenchymal Neoplasms: Correlation with Pathologic Findings and Tumor Angiogenesis , 2000, Journal of computer assisted tomography.
[28] Chris R Chatwin,et al. In search of biologic correlates for liver texture on portal-phase CT. , 2007, Academic Radiology.
[29] Elliot K Fishman,et al. Preliminary Data Using Computed Tomography Texture Analysis for the Classification of Hypervascular Liver Lesions: Generation of a Predictive Model on the Basis of Quantitative Spatial Frequency Measurements—A Work in Progress , 2015, Journal of computer assisted tomography.
[30] J. Kim,et al. Predicting the histology of small renal masses using preoperative dynamic contrast-enhanced magnetic resonance imaging. , 2012, Urology.
[31] Dina Muin,et al. Texture-based classification of different gastric tumors at contrast-enhanced CT. , 2013, European journal of radiology.
[32] Bal Sanghera,et al. Assessment of tumor heterogeneity: an emerging imaging tool for clinical practice? , 2012, Insights into Imaging.
[33] E. Kleinberg. An overtraining-resistant stochastic modeling method for pattern recognition , 1996 .
[34] R. Leveillee,et al. Differentiation of oncocytoma and renal cell carcinoma in small renal masses (<4 cm): the role of 4-phase computerized tomography , 2011, World Journal of Urology.
[35] Balaji Ganeshan,et al. Texture analysis of non-small cell lung cancer on unenhanced computed tomography: initial evidence for a relationship with tumour glucose metabolism and stage , 2010, Cancer imaging : the official publication of the International Cancer Imaging Society.
[36] Chaya S Moskowitz,et al. Solid renal cortical tumors: differentiation with CT. , 2007, Radiology.
[37] Chris Chatwin,et al. Heterogeneity of Focal Breast Lesions and Surrounding Tissue Assessed by Mammographic Texture Analysis: Preliminary Evidence of an Association with Tumor Invasion and Estrogen Receptor Status , 2011, Front. Oncol..
[38] Kyoung-Sik Cho,et al. Differentiation of subtypes of renal cell carcinoma on helical CT scans. , 2002, AJR. American journal of roentgenology.
[39] Hugo D. Critchley,et al. Three-dimensional textural analysis of brain images reveals distributed grey-matter abnormalities in schizophrenia , 2010, European Radiology.