Deep Tomographic Image Reconstruction: Yesterday, Today, and Tomorrow—Editorial for the 2nd Special Issue "Machine Learning for Image Reconstruction"

Ge Wang, Mathews Jacob, Xuanqin Mou, Yongyi Shi, Yonina C. Eldar
2021 IEEE Transactions on Medical Imaging  
As a follow-up to the first IEEE TRANSACTIONS ON MEDICAL IMAGING (TMI) special issue on the theme of deep tomographic reconstruction, the second special issue is assembled to reflect the status and momentum of this rapidly emerging field. In this editorial, we provide a brief background illustrating the motivation for the development of network-based, data-driven, and learning-oriented reconstruction methods, summarize the included papers, and report our verification of the shared deep learning
more » ... codes. Finally, we discuss several important research topics to facilitate further investigation and collaboration.
doi:10.1109/tmi.2021.3115547 fatcat:udpvw2kkzneexkiyvvjc2oxpoe