The Overview of Medical Image Processing Based on Deep Learning

With the rapid development of artificial intelligence technology, deep learning is being applied to the field of medical image analysis. This paper summarizes the deep learning models related to medical image analysis, and the application results of these models in medical image classification, detection, segmentation and registration. It specifically involves the image analysis tasks of nerve, retina, lung, digital pathology, breast, musculoskeletal and other aspects. Finally, it summarizes the current research status of deep learning related to medical image analysis, and discusses the challenges and direction of future research.