A review of deep learning-based three-dimensional medical image registration methods

• Published in: Quantitative Imaging in Medicine and Surgery Vol. 11; no. 12; pp. 4895 - 4916
• Main Authors: Xiao, HN, Teng, XZ, Liu, CY, Li, T, Ren, G, Yang, RJ, Shen, DG, Cai, J
• Format: Journal Article
• Language: English
• Published: China AME Publishing Company 01.12.2021
• Subjects: Artificial intelligence; Deep learning (DL); Image registration; Image-guided radiotherapy (IGRT); Review; image-guided radiotherapy (IGRT); image registration; Artificial intelligence; deep learning (DL)

Medical image registration is a vital component of many medical procedures, such as image-guided radiotherapy (IGRT), as it allows for more accurate dose-delivery and better management of side effects. Recently, the successful implementation of deep learning (DL) in various fields has prompted many...