Data mining framework for fatty liver disease classification in ultrasound: A hybrid feature extraction paradigm - Acharya, U. Rajendra; Sree, S. Vinitha; Ribeiro, Ricardo; Krishnamurthi, Ganapathy; Marinho, Rui Tato; Sanches, João; Suri, Jasjit S. (Medical physics (Lancaster), 2012)
Keywords: Algorithms; Analysis of texture; Artificial Intelligence; biomedical ultrasonics; CAD; Computed tomography; Computer aided diagnosis; computer aided diagnostic technique; Computer software; Computer‐aided design; Data Mining - methods; decision trees; Diagnosis using ultrasonic, sonic or infrasonic waves; Digital computing or data processing equipment or methods, specially adapted for specific applications; discrete wavelet transform; Diseases; Entropy; Fatty Liver - diagnostic imaging; fatty liver disease; feature extraction; higher order spectra; Humans; Image analysis; image classification; Image data processing or generation, in general; Image Enhancement - methods; Image Interpretation, Computer-Assisted - methods; image texture; Integral transforms; liver; medical image processing; Medical imaging; Pattern Recognition, Automated - methods; Radiology Information Systems; Reproducibility of Results; Sensitivity and Specificity; Subtraction Technique; texture; ultrasonic imaging; Ultrasonographic imaging; Ultrasonography; Ultrasonography - methods; Wavelet transform; wavelet transforms; Wavelets; discrete wavelet transform; computer aided diagnostic technique; texture; higher order spectra; fatty liver disease