Analyze Publications Database

fMRI-based hierarchical SVM model for the classification and grading of liver fibrosis

Sela Y, Freiman M, Dery E, Edrei Y, Safadi R, Pappo O, Joskowicz L, Abramovitch R. fMRI-based hierarchical SVM model for the classification and grading of liver fibrosis. IEEE Trans Biomed Eng. September 2011;58(9):2574-2581.

Publication Date
September 2011

How Analyze was Used
“The normalization proceeds as follows: First, the liver contours are interactively segmented onthe corresponding T1- weighted images with the Analyze-7.0 software…and the remaining structures are eliminated from the fMRI images.”

Keywords
Animals
Databases, Factual
Disease Models, Animal
Image Interpretation, Computer-Assisted/methods
Liver Cirrhosis/classification/pathology
Magnetic Resonance Imaging (MRI)/methods
Mice
ROC Curve
Reproducibility of Results
Support Vector Machines

Author Affiliation(s)
School of Engineering and Computer Science, The Hebrew University of Jerusalem, Jerusalem 91904, Israel. (YS)

ID# 827

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