Artifact Reduction in 3D and 4D Cone-beam Computed Tomography Images
with Deep Learning -- A Review

Artifact Reduction in 3D and 4D Cone-beam Computed Tomography Images with Deep Learning -- A Review

27 March 2024

Mohammadreza Amirian

Frank-Peter Schilling

Papers citing "Artifact Reduction in 3D and 4D Cone-beam Computed Tomography Images with Deep Learning -- A Review"

12 / 12 papers shown

Title
MONAI: An open-source framework for deep learning in healthcare M. Jorge Cardoso Wenqi Li Richard Brown Nic Ma E. Kerfoot ... Klaus H. Maier-Hein S. Aylward Prerna Dogra Sebastien Ourselin Andrew Feng 102 502 0 04 Nov 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 231 30,089 0 01 Mar 2022
Denoising Diffusion Restoration Models Bahjat Kawar Michael Elad Stefano Ermon Jiaming Song DiffM 257 823 0 27 Jan 2022
Solving Inverse Problems in Medical Imaging with Score-Based Generative Models Yang Song Liyue Shen Lei Xing Stefano Ermon DiffM SyDa OffRL MedIm 85 524 0 15 Nov 2021
Fiducial marker recovery and detection from severely truncated data in navigation assisted spine surgery F. Fan Björn Kreher H. Keil Andreas Maier Yixing Huang 25 5 0 25 Aug 2021
Inner-ear Augmented Metal Artifact Reduction with Simulation-based 3D Generative Adversarial Networks Zihao Wang C. Vandersteen T. Demarcy D. Gnansia C. Raffaelli N. Guevara H. Delingette MedIm 58 11 0 26 Apr 2021
A Learning-based Method for Online Adjustment of C-arm Cone-Beam CT Source Trajectories for Artifact Avoidance Mareike Thies Jan-Nico Zäch Cong Gao Russell H. Taylor Nassir Navab Andreas Maier Mathias Unberath 18 28 0 14 Aug 2020
Contrastive Learning for Unpaired Image-to-Image Translation Taesung Park Alexei A. Efros Richard Y. Zhang Jun-Yan Zhu SSL 76 1,219 0 30 Jul 2020
TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning Fernando Pérez-García Rachel Sparks Sébastien Ourselin MedIm LM&MA 196 430 0 09 Mar 2020
4D X-Ray CT Reconstruction using Multi-Slice Fusion Soumendu Majee Thilo Balke C. A. Kemp G. Buzzard Charles A. Bouman 18 16 0 15 Jun 2019
Physics Informed Deep Learning (Part I): Data-driven Solutions of Nonlinear Partial Differential Equations M. Raissi P. Perdikaris George Karniadakis PINN AI4CE 75 922 0 28 Nov 2017
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 734 27,303 0 02 Dec 2015