Label-driven MRI-US registration using weakly-supervised learning for MRI-guided prostate radiotherapy.

CONCLUSION: This work presents a deep learning-based, weakly supervised network for accurate MRI-TURS image registration. Our proposed method has achieved promising registration performance in terms of Dice, TRE, MSD and HD.
PMID: 32330922 [PubMed - as supplied by publisher]

Source: Physics in Medicine and Biology - April 23, 2020 Category: Physics Authors: Zeng Q, Fu Y, Tian Z, Lei Y, Zhang Y, Wang T, Mao H, Liu T, Curran WJ, Jani AB, Patel P, Yang X Tags: Phys Med Biol Source Type: research