Hybrid feature extraction techniques for microscopic hepatic fibrosis classification

In conclusion, this work is of special value that provides promising results for early prediction of the liver fibrosis in schistosomiais and other fibrotic liver diseases in no time with expected better prognosis after treatment. Staging of liver fibrosis is essential for accurate diagnosis and therapy of liver diseases. A new hybrid combination of statistical features with empirical mode decomposition is proposed. BPNN achieved superior accuracy compared to linear SVM, quadratic SVM, and cubic SVM
Source: Microscopy Research and Technique - Category: Laboratory Medicine Authors: Tags: RESEARCH ARTICLE Source Type: research