Computer-Aided Analysis of Diffuse Lung Diseases on Chest Radiographs: Feature Extraction based Method versus Non-Feature Extraction based Method

Shoji Kido, Noriaki Hashimoto1, Yasushi Hirano

  • 1Yamaguchi University

Details

08:00 - 08:15 | Wed 12 Jul | Schaldach Room | WeAT14.1

Session: Emerging Methods in Medical Image Analysis

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Abstract

To compare the performances of two kinds of computer-aided analysis algorithms of diffuse lung diseases on chest radiographs. One is a feature extraction based method using speeded up robust features (SURF) and a bag-of-features, and the other is a non-feature extraction based method using convolutional neural network (CNN).