Deep Learning for Medical Image Analysis

Table of Contents

Cover image

Title page

Copyright

Contributors

About the Editors

Foreword

Part I: Introduction

Chapter 1: An Introduction to Neural Networks and Deep Learning

Abstract

1.1. Introduction

1.2. Feed-Forward Neural Networks

1.3. Convolutional Neural Networks

1.4. Deep Models

1.5. Tricks for Better Learning

1.6. Open-Source Tools for Deep Learning

References

Chapter 2: An Introduction to Deep Convolutional Neural Nets for Computer Vision

Abstract

2.1. Introduction

2.2. Convolutional Neural Networks

2.3. CNN Flavors

2.4. Software for Deep Learning

References

Part II: Medical Image Detection and Recognition

Chapter 3: Efficient Medical Image Parsing

Abstract

3.1. Introduction ...