Task Transformer Network for Joint MRI Reconstruction and Super-Resolution

• Published in: Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 Vol. 12906; pp. 307 - 317
• Main Authors: Feng, Chun-Mei, Yan, Yunlu, Fu, Huazhu, Chen, Li, Xu, Yong
• Format: Book Chapter
• Language: English
• Published: Switzerland Springer International Publishing AG 2021; Springer International Publishing
• Series: Lecture Notes in Computer Science
• Subjects: MRI reconstruction; Multi-task learning; Super-resolution

The core problem of Magnetic Resonance Imaging (MRI) is the trade off between acceleration and image quality. Image reconstruction and super-resolution are two crucial techniques in Magnetic Resonance Imaging (MRI). Current methods are designed to perform these tasks separately, ignoring the correla...