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Computer-aided diagnosis system for breast ultrasound images using deep learning

Physics in Medicine and Biology

Oct 24, 2019

Hiroki TanakaTakuhiro Yamaguchi

Abstract

The purpose of this study was to develop a computer-aided diagnosis (CAD) system for the classification of malignant and benign masses in the breast using ultrasonography based on a convolutional neural network (CNN), a state-of-the-art deep learning technique. We explored the regions f...read more

Mentioned in this Paper

Study
Biological Neural Networks
Classification
Neural Network Simulation
Breast
Angular
Clinical Trials
Learning
Ultrasonography
Malignant Neoplasms
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Computer-aided diagnosis system for breast ultrasound images using deep learning

Physics in Medicine and Biology

Oct 24, 2019

Hiroki TanakaTakuhiro Yamaguchi

PMID: 31645021

DOI: 10.1088/1361-6560/ab5093

Abstract

The purpose of this study was to develop a computer-aided diagnosis (CAD) system for the classification of malignant and benign masses in the breast using ultrasonography based on a convolutional neural network (CNN), a state-of-the-art deep learning technique. We explored the regions f...read more

Mentioned in this Paper

Study
Biological Neural Networks
Classification
Neural Network Simulation
Breast
Angular
Clinical Trials
Learning
Ultrasonography
Malignant Neoplasms

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