Task-Driven Dictionary Learning Based on Mutual Information for Medical Image Classification.

Journal: IEEE transactions on bio-medical engineering

PMID: 27608447

Abstract

OBJECTIVE: We present a novel variant of the bag-of-visual-words (BoVW) method for automated medical image classification.

Authors

Idit Diamant
Eyal Klang

Division of Data-Driven and Digital Medicine (D3M), Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Michal Amitai
Eli Konen
Jacob Goldberger
Hayit Greenspan

Keywords

Dictionaries as Topic Humans Machine Learning Pattern Recognition, Automated Radiographic Image Interpretation, Computer-Assisted Radiography, Thoracic Reproducibility of Results Sensitivity and Specificity Subtraction Technique Tomography, X-Ray Computed

External Resources

View on PubMed Access via DOI PubMed (27608447)

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