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Intravoxel Incoherent Motion Diffusion-weighted Magnetic Resonance Imaging combined with Texture Analysis in Predicting the Histological Grades of Rectal Adenocarcinoma
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Purpose::
To evaluate the predictive value of 3.0T MRI Intravoxel Incoherent motion diffusion-weighted magnetic resonance imaging (IVIM-DWI)
combined with texture analysis (TA) in the histological grade of rectal adenocarcinoma.
Methods::
Seventy-one patients with rectal adenocarcinoma confirmed by pathology after surgical resection were collected retrospectively. According to
pathology, they were divided into a poorly differentiated group (n=23) and a moderately differentiated group (n=48). The IVIM-DWI parameters
and TA characteristics of the two groups were compared, and a prediction model was constructed by multivariate logistic regression analysis. ROC
curves were plotted for each individual and combined parameter.
Results::
There were statistically significant differences in D and D* values between the two groups (P < 0.05). The three texture parameters
SmallAreaEmphasis, Median, and Maximum had statistically significant differences between groups (P = 0.01, 0.004, 0.009, respectively). The
logistic regression prediction model showed that D*, the median, and the maximum value were significant independent predictors, and the AUC of
the regression prediction model was 0.860, which was significantly higher than other single parameters.
Conclusion::
3.0T MRI IVIM-DWI parameters combined with TA can provide valuable information for predicting the histological grades of rectal
adenocarcinoma one week before the operation.
Bentham Science Publishers Ltd.
Title: Intravoxel Incoherent Motion Diffusion-weighted Magnetic Resonance Imaging
combined with Texture Analysis in Predicting the Histological Grades of Rectal
Adenocarcinoma
Description:
Purpose::
To evaluate the predictive value of 3.
0T MRI Intravoxel Incoherent motion diffusion-weighted magnetic resonance imaging (IVIM-DWI)
combined with texture analysis (TA) in the histological grade of rectal adenocarcinoma.
Methods::
Seventy-one patients with rectal adenocarcinoma confirmed by pathology after surgical resection were collected retrospectively.
According to
pathology, they were divided into a poorly differentiated group (n=23) and a moderately differentiated group (n=48).
The IVIM-DWI parameters
and TA characteristics of the two groups were compared, and a prediction model was constructed by multivariate logistic regression analysis.
ROC
curves were plotted for each individual and combined parameter.
Results::
There were statistically significant differences in D and D* values between the two groups (P < 0.
05).
The three texture parameters
SmallAreaEmphasis, Median, and Maximum had statistically significant differences between groups (P = 0.
01, 0.
004, 0.
009, respectively).
The
logistic regression prediction model showed that D*, the median, and the maximum value were significant independent predictors, and the AUC of
the regression prediction model was 0.
860, which was significantly higher than other single parameters.
Conclusion::
3.
0T MRI IVIM-DWI parameters combined with TA can provide valuable information for predicting the histological grades of rectal
adenocarcinoma one week before the operation.
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