Ensemble discrete wavelet transform and gray-level co-occurrence matrix for microcalcification cluster classification in digital mammography

HIGHLIGHTS

  • who: Appl. Sci. and colleagues from the INFN-Istituto Nazionale di Fisica Nucleare, Sezione di Bari, Bari, Italy have published the article: Ensemble Discrete Wavelet Transform and Gray-Level Co-Occurrence Matrix for Microcalcification Cluster Classification in Digital Mammography, in the Journal: (JOURNAL)
  • what: In this paper an automatic tool for characterizing and discriminating clusters of microcalcifications into benign/malignant in digital mammograms is proposed. The previous work on the diagnosis of MC clusters underlined this difference : while the classification of normal and abnormal clusters reached an accuracy greater than 98%, the distinction between benign . . .

     

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