ResNet and its application to medical image processing: Research progress and challenges

• Published in: Computer methods and programs in biomedicine Vol. 240; p. 107660
• Main Authors: Xu, Wanni, Fu, You-Lei, Zhu, Dongmei
• Format: Journal Article
• Language: English
• Published: Ireland Elsevier B.V 01.10.2023
• Subjects: Disease diagnosis; Medical image; Residual connection; Residual neural network (ResNet); Residual units; Medical image; Residual connection; Residual neural network (ResNet); Residual units; Disease diagnosis

•Introduced the research status of ResNet in the medical field.•Explained the basic principles of residual neural networks.•Summarized the wide application of residual neural network in the field of medical image processing.•Discussed the future development direction of ResNet in the field of medica...