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Deep Learning in Healthcare

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Cover of 'Deep Learning in Healthcare'

Table of Contents

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    Book Overview
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    Chapter 1 Medical Image Detection Using Deep Learning
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    Chapter 2 Medical Image Segmentation Using Deep Learning
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    Chapter 3 Medical Image Classification Using Deep Learning
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    Chapter 4 Medical Image Enhancement Using Deep Learning
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    Chapter 5 Improving the Performance of Deep CNNs in Medical Image Segmentation with Limited Resources
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    Chapter 6 Deep Active Self-paced Learning for Biomedical Image Analysis
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    Chapter 7 Deep Learning in Textural Medical Image Analysis
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    Chapter 8 Anatomical-Landmark-Based Deep Learning for Alzheimer’s Disease Diagnosis with Structural Magnetic Resonance Imaging
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    Chapter 9 Multi-scale Deep Convolutional Neural Networks for Emphysema Classification and Quantification
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    Chapter 10 Opacity Labeling of Diffuse Lung Diseases in CT Images Using Unsupervised and Semi-supervised Learning
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    Chapter 11 Residual Sparse Autoencoders for Unsupervised Feature Learning and Its Application to HEp-2 Cell Staining Pattern Recognition
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    Chapter 12 Dr. Pecker: A Deep Learning-Based Computer-Aided Diagnosis System in Medical Imaging
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