1 Introduction

2 The practice of radiology
2.1 Disease Detection
2.2 Disease Diagnosis and Management
2.3 Workflow
2.4 Image interpretation tasks that radiologists do not perform but deep learning could

3 An introduction to deep learning

4 Deep learning in radiology: state of the art
4.1 Classification
4.2 Segmentation
4.3 Detection
4.4 Other Tasks in Radiology

5 Future of deep learning in radiology

6 Conclusion