Ontology highlight
ABSTRACT:
SUBMITTER: Arvinte M
PROVIDER: S-EPMC8767765 | biostudies-literature | 2021 Sep-Oct
REPOSITORIES: biostudies-literature
Arvinte Marius M Vishwanath Sriram S Tewfik Ahmed H AH Tamir Jonathan I JI
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention 20210921
Accelerated multi-coil magnetic resonance imaging reconstruction has seen a substantial recent improvement combining compressed sensing with deep learning. However, most of these methods rely on estimates of the coil sensitivity profiles, or on calibration data for estimating model parameters. Prior work has shown that these methods degrade in performance when the quality of these estimators are poor or when the scan parameters differ from the training conditions. Here we introduce Deep J-Sense ...[more]