Applications of deep learning in medical imaging: A Survey
The deep learning based intelligent computing of medical imaging has been a hot topic in the field of smart healthcare. Deep learning has been widely used in the whole pipeline for medical image processing and analysis. In this work, we will summarize various applications of deep learning in medical imaging, including mainly image reconstruction, lesion detection, image segmentation, image registration and computer-aided diagnosis using X-ray, ultrasound, computed tomography and magnetic resonance imaging. The future directions of medical imagings are also discussed.