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Introduction to Deep Learning for Healthcare

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Cover of 'Introduction to Deep Learning for Healthcare'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 Health Data
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    Chapter 3 Machine Learning Basics
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    Chapter 4 Deep Neural Networks (DNN)
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    Chapter 5 Embedding
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    Chapter 6 Convolutional Neural Networks (CNN)
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    Chapter 7 Recurrent Neural Networks (RNN)
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    Chapter 8 Autoencoders (AE)
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    Chapter 9 Attention Models
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    Chapter 10 Graph Neural Networks
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    Chapter 11 Memory Networks
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    Chapter 12 Generative Models
Attention for Chapter 4: Deep Neural Networks (DNN)
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