3D deep learning on medical images : a review

• Main Authors: Singh, Satya P., Wang, Lipo, Gupta, Sukrit, Goli, Haveesh, Padmanabhan, Parasuraman, Gulyás, Balázs
• Other Authors: Lee Kong Chian School of Medicine (LKCMedicine)
• Format: Article
• Language: English
• Published: 2021
• Subjects: Science::Medicine; 3D Convolutional Neural Networks; 3D Medical Images
• Online Access: https://hdl.handle.net/10356/146057
• Institution: Nanyang Technological University

The rapid advancements in machine learning, graphics processing technologies and the availability of medical imaging data have led to a rapid increase in the use of deep learning models in the medical domain. This was exacerbated by the rapid advancements in convolutional neural network (CNN) based...