Deep Learning Initialized Compressed Sensing (Deli-CS) in Volumetric Spatio-Temporal Subspace Reconstruction.

Siddharth Srinivasan Iyer S Sophie Schauman Christopher M Sandino Mahmut Yurt Xiaozhi Cao Congyu Liao Natthanan Ruengchaijatuporn Itthi ChatnuntawechElizabeth TongKawin Setsompop

Published in: bioRxiv : the preprint server for biology (2023)

Deli-CS reduces the reconstruction time of subspace reconstruction of volumetric spatio-temporal acquisitions by providing a warm start to the iterative reconstruction algorithm.

Keyphrases

deep learning
machine learning
magnetic resonance imaging
artificial intelligence
computed tomography