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Deep Learning in Medical Image Analysis

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Cover of 'Deep Learning in Medical Image Analysis'

Table of Contents

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    Book Overview
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    Chapter 1 Deep Learning in Medical Image Analysis
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    Chapter 2 Medical Image Synthesis via Deep Learning
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    Chapter 3 Deep Learning for Pulmonary Image Analysis: Classification, Detection, and Segmentation
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    Chapter 4 Deep Learning Computer-Aided Diagnosis for Breast Lesion in Digital Mammogram
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    Chapter 5 Decision Support System for Lung Cancer Using PET/CT and Microscopic Images
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    Chapter 6 Lesion Image Synthesis Using DCGANs for Metastatic Liver Cancer Detection
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    Chapter 7 Retinopathy Analysis Based on Deep Convolution Neural Network
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    Chapter 8 Diagnosis of Glaucoma on Retinal Fundus Images Using Deep Learning: Detection of Nerve Fiber Layer Defect and Optic Disc Analysis
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    Chapter 9 Automatic Segmentation of Multiple Organs on 3D CT Images by Using Deep Learning Approaches
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    Chapter 10 Techniques and Applications in Skin OCT Analysis
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    Chapter 11 Deep Learning Technique for Musculoskeletal Analysis
Attention for Chapter 3: Deep Learning for Pulmonary Image Analysis: Classification, Detection, and Segmentation
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