A comprehensive texture feature analysis framework of renal cell carcinoma: pathological, prognostic, and genomic evaluation based on CT images

2021 ◽  
Author(s):  
Kai Wu ◽  
Peng Wu ◽  
Kai Yang ◽  
Zhe Li ◽  
Sijia Kong ◽  
...  
Keyword(s):  
Renal Cell Carcinoma ◽  
Cell Carcinoma ◽  
Renal Cell ◽  
Texture Feature ◽  
Ct Images ◽  
Feature Analysis ◽  
Analysis Framework ◽  
Genomic Evaluation

Can Quantitative CT Texture Analysis be Used to Differentiate Fat-poor Renal Angiomyolipoma from Renal Cell Carcinoma on Unenhanced CT Images?

Radiology ◽  
2015 ◽  
Vol 276 (3) ◽  
pp. 787-796 ◽  
Author(s):  
Taryn Hodgdon ◽  
Matthew D. F. McInnes ◽  
Nicola Schieda ◽  
Trevor A. Flood ◽  
Leslie Lamb ◽  
...  
Keyword(s):  
Renal Cell Carcinoma ◽  
Cell Carcinoma ◽  
Texture Analysis ◽  
Renal Cell ◽  
Ct Images ◽  
Renal Angiomyolipoma ◽  
Quantitative Ct ◽  
Unenhanced Ct ◽  
Ct Texture Analysis

UP-2.082: CT Feature Analysis of Renal Cell Carcinoma: Report of 300 Cases

Urology ◽  
2009 ◽  
Vol 74 (4) ◽  
pp. S257
Author(s):  
X. Han ◽  
L. Peng ◽  
G.H.G. Liu ◽  
J. Wang ◽  
C. Qu
Keyword(s):  
Renal Cell Carcinoma ◽  
Cell Carcinoma ◽  
Renal Cell ◽  
Feature Analysis

scholarly journals MP28-08 CLINICOPATHOLOGIC AND GENOMIC EVALUATION OF TRANSLOCATION RENAL CELL CARCINOMA

2018 ◽  
Vol 199 (4S) ◽  
Author(s):  
Daniel E. Nassau ◽  
Alejandro Sanchez ◽  
Renzo Dinatale ◽  
Kyle A. Blum ◽  
Mazyar Ghanaat ◽  
...  
Keyword(s):  
Renal Cell Carcinoma ◽  
Cell Carcinoma ◽  
Renal Cell ◽  
Genomic Evaluation

Drug-Related Pneumonitis in Patients With Advanced Renal Cell Carcinoma Treated With Temsirolimus

2011 ◽  
Vol 29 (13) ◽  
pp. 1750-1756 ◽  
Author(s):  
Jose Pablo Maroto ◽  
Gary Hudes ◽  
Janice P. Dutcher ◽  
Theodore F. Logan ◽  
Charles S. White ◽  
...  
Keyword(s):  
Renal Cell Carcinoma ◽  
Cell Carcinoma ◽  
Renal Cell ◽  
Clinical Symptoms ◽  
Mammalian Target Of Rapamycin ◽  
Ct Images ◽  
Phase Iii ◽  
Advanced Renal Cell Carcinoma ◽  
Cumulative Probability ◽  
Kaplan Meier

Purpose Pneumonitis has occurred in patients treated with inhibitors of the mammalian target of rapamycin (mTOR). In a phase III study of patients with previously untreated, poor-prognosis, advanced renal cell carcinoma (ARCC), the mTOR inhibitor temsirolimus improved survival compared with interferon. We performed a retrospective, independent, blinded radiographic review of chest computed tomography (CT) images of patients in this study to characterize temsirolimus-related pneumonitis. Patients and Methods Patients were treated with intravenous temsirolimus 25 mg once weekly or subcutaneous interferon alfa 3 million units, with an increase to 18 million units, thrice weekly. Drug-related pneumonitis was identified based on sequential chest CT images, required every 8 weeks, showing changes consistent with pneumonitis and not pneumonia (infection) or disease progression as correlated with clinical data. Cumulative probability of drug-related pneumonitis was estimated using the Kaplan-Meier method. Results Eight (6%) of 138 and 52 (29%) of 178 evaluable patients on interferon and temsirolimus treatment, respectively, developed radiographically identified drug-related pneumonitis. Time to onset of pneumonitis was significantly shorter on the temsirolimus arm than on the interferon arm (log-rank P < .001). Estimated cumulative probability of pneumonitis at 8 and 16 weeks from first dose was 21% and 31%, respectively, on the temsirolimus arm and 6% and 8%, respectively, on the interferon arm. Respiratory symptoms were observed around time of onset of radiographically diagnosed temsirolimus-related pneumonitis in 16 (31%) of 52 patients. Conclusion Patients with ARCC receiving temsirolimus should be monitored closely for development of pneumonitis, and their management should be altered if clinical symptoms appear.

scholarly journals DIFFERENTIATION OF RENAL AML (ANGIOMYOLIPOMA) WITH MINIMAL FAT FROM RCC (RENAL CELL CARCINOMA) BY ANALYSIS ON CT IMAGES

2018 ◽  
Vol 6 (4) ◽  
pp. 980-985
Author(s):  
Munezero Champion ◽  
◽  
Deng Gang ◽  
Dipsundar Limbu ◽  
Suman Rouniyar ◽  
...  
Keyword(s):  
Renal Cell Carcinoma ◽  
Cell Carcinoma ◽  
Renal Cell ◽  
Ct Images ◽  
Minimal Fat

Explainable Predictions of Renal Cell Carcinoma with Interpretable Tree Ensembles from Contrast-enhanced CT Images

2021 ◽  
Author(s):  
Fuchang Han ◽  
Shenghui Liao ◽  
Renzhong Wu ◽  
Shu Liu ◽  
Yuqian Zhao ◽  
...  
Keyword(s):  
Renal Cell Carcinoma ◽  
Cell Carcinoma ◽  
Renal Cell ◽  
Ct Images ◽  
Contrast Enhanced Ct ◽  
Contrast Enhanced ◽  
Enhanced Ct
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