共 1 条
Parameter Comparison Between Fast-Water-Exchange-Limit-Constrained Standard and Water-Exchange-Modified Dual-Input Tracer Kinetic Models for DCE-MRI in Advanced Hepatocellular Carcinoma
被引:2
|作者:
Lee, Sang Ho
[1
,2
]
Hayano, Koichi
[3
]
Sahani, Dushyant V.
[3
]
Zhu, Andrew X.
[4
,5
]
Yoshida, Hiroyuki
[1
,2
]
机构:
[1] Massachusetts Gen Hosp, Dept Radiol, Imaging Res 3D, Boston, MA 02114 USA
[2] Harvard Univ, Sch Med, Boston, MA 02114 USA
[3] Massachusetts Gen Hosp, Dept Radiol, Div Abdominal Imaging & Intervent, Boston, MA 02114 USA
[4] Harvard Univ, Massachusetts Gen Hosp, Ctr Canc, Sch Med,Dept Med,Div Hematol & Oncol, Boston, MA 02114 USA
[5] Dana Farber Partners Canc Care, Boston, MA 02114 USA
来源:
ABDOMINAL IMAGING: COMPUTATIONAL AND CLINICAL APPLICATIONS
|
2014年
/
8676卷
关键词:
Hepatocellular carcinoma;
Dual-input tracer kinetic analysis;
Water exchange;
Dynamic contrast-enhanced MRI;
CONTRAST-ENHANCED MRI;
BLOOD-FLOW;
PERMEABILITY;
DIFFUSION;
CT;
D O I:
10.1007/978-3-319-13692-9_4
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
Dynamic contrast-enhanced MRI (DCE-MRI) data have often been analyzed using classic standard tracer kinetic models that assume a fast-exchange limit (FXL) of water. Recently, it has been demonstrated that deviations from the FXL model occurs when contrast agent arrives at the target tissue. However, no systematic analysis has been reported for the liver tumor with dual blood supply. In this study, we compared kinetic parameter estimates from DCE-MRI in advanced hepatocellular carcinoma that have the same physiological meaning between five different FXL standard dual-input tracer kinetic models and their corresponding water-exchange-modified (WX) versions. Kinetic parameters were estimated by fitting data to analytic solutions of five different FXL models and their WX versions based on a full two-site-exchange model for transcytolemmal water exchange or a full three-site-two-exchange model for transendothelial and transcytolemmal water exchange. Results suggest that parameter values differ substantially between the FXL standard and WX tracer kinetic models, indicating that DCE-MRI data are water-exchange-sensitive.
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页码:33 / 47
页数:15
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