An Unsupervised Learning Approach to 3D Rectal MRI Volume Registration
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3199379
Abstract: Accurate alignment of multi-session medical imaging is essential to the analysis of disease progression. By comparing the magnetic resonance imaging (MRI) data captured before and after a course of neoadjuvant chemoradiation (nCRT) treatment, physicians are… read more here.
Keywords: volume registration; registration; mri; rectal mri ... See more keywords
Ultrasound Frame-to-Volume Registration via Deep Learning for Interventional Guidance.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on ultrasonics, ferroelectrics, and frequency control"
DOI: 10.1109/tuffc.2022.3229903
Abstract: Fusing intra-operative 2D ultrasound (US) frames with preoperative 3D magnetic resonance (MR) images for guiding interventions has become the clinical gold standard in image-guided prostate cancer biopsy. However, developing an automatic image registration system for… read more here.
Keywords: volume registration; ultrasound frame; registration; frame ... See more keywords