scholarly journals DCE-MRI-Derived Volume Transfer Constant (Ktrans) and DWI Apparent Diffusion Coefficient as Predictive Markers of Short- and Long-Term Efficacy of Chemoradiotherapy in Patients With Esophageal Cancer

2018 ◽  
Vol 17 ◽  
pp. 153303461876525 ◽  
Author(s):  
Zhi-Min Ye ◽  
Shu-Jun Dai ◽  
Feng-Qin Yan ◽  
Lei Wang ◽  
Jun Fang ◽  
...  
Keyword(s):  
Esophageal Cancer ◽  
Diffusion Coefficient ◽  
Apparent Diffusion Coefficient ◽  
Predictive Markers ◽  
Transfer Constant ◽  
Dce Mri ◽  
Term Efficacy ◽  
Apparent Diffusion ◽  
Short And Long Term

scholarly journals Evaluation Technique of Chloride Penetration Using Apparent Diffusion Coefficient and Neural Network Algorithm

2014 ◽  
Vol 2014 ◽  
pp. 1-13 ◽  
Author(s):  
Yun-Yong Kim ◽  
Byung-Jae Lee ◽  
Seung-Jun Kwon
Keyword(s):  
Neural Network ◽  
Diffusion Coefficient ◽  
Apparent Diffusion Coefficient ◽  
Chloride Penetration ◽  
Time Dependent ◽  
Network Algorithm ◽  
Analysis Technique ◽  
Apparent Diffusion ◽  
Neural Network Algorithm

Diffusion coefficient from chloride migration test is currently used; however this cannot provide a conventional solution like total chloride contents since it depicts only ion migration velocity in electrical field. This paper proposes a simple analysis technique for chloride behavior using apparent diffusion coefficient from neural network algorithm with time-dependent diffusion phenomena. For this work, thirty mix proportions of high performance concrete are prepared and their diffusion coefficients are obtained after long term-NaCl submerged test. Considering time-dependent diffusion coefficient based on Fick’s 2nd Law and NNA (neural network algorithm), analysis technique for chloride penetration is proposed. The applicability of the proposed technique is verified through the results from accelerated test, long term submerged test, and field investigation results.

Volumetric Histogram Analysis of Apparent Diffusion Coefficient as a Biomarker to Predict Survival of Esophageal Cancer Patients

2020 ◽  
Vol 27 (8) ◽  
pp. 3083-3089
Author(s):  
Atsushi Hirata ◽  
Koichi Hayano ◽  
Gaku Ohira ◽  
Shunsuke Imanishi ◽  
Toshiharu Hanaoka ◽  
...  
Keyword(s):  
Esophageal Cancer ◽  
Diffusion Coefficient ◽  
Apparent Diffusion Coefficient ◽  
Cancer Patients ◽  
Histogram Analysis ◽  
Apparent Diffusion
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