The evolution of image reconstruction for CT—from filtered back projection to artificial intelligence

MJ Willemink, PB Noël - European radiology, 2019 - Springer
… This caused a true hype in the CT-imaging domain. Within a few … reconstruction algorithms.
In this paper, we will take a concise look at the overall evolution of CT image reconstruction

Artificial intelligence for MR image reconstruction: an overview for clinicians

DJ Lin, PM Johnson, F Knoll… - … Resonance Imaging, 2021 - Wiley Online Library
… , segmentation, image synthesis, and image reconstruction. … -learning-based MR image
reconstruction. We review the … to image data, and specifically examine accelerated imaging and …

Artificial intelligence in image reconstruction: the change is here

R Singh, W Wu, G Wang, MK Kalra - Physica Medica, 2020 - Elsevier
… , DL-based image reconstruction had lower image noise as well as improved CNR and
image quality. A comparison was done between the HI-RT and DL-based image reconstruction. …

The use of artificial intelligence in computed tomography image reconstruction-a literature review

Z Zhang, E Seeram - Journal of medical imaging and radiation sciences, 2020 - Elsevier
… This review will discuss applications of artificial intelligence (AI) within CT image
reconstruction. A history of CT image reconstruction techniques will be discussed in terms of its …

[PDF][PDF] Artificial intelligence for PET image reconstruction

AJ Reader, G Schramm - Journal of Nuclear Medicine, 2021 - Soc Nuclear Med
… to image reconstruction for PET, we are recognizing that PET image reconstruction actually
… First, improving spatial resolution and lowering noise in PET images will very likely assist in …

Image reconstruction is a new frontier of machine learning

G Wang, JC Ye, K Mueller… - … on medical imaging, 2018 - ieeexplore.ieee.org
image reconstruction, it is now clear that machine learning is an emerging approach for image
reconstruction, and image reconstruction … , machine learning and artificial intelligence will …

The evolution of image reconstruction in PET: from filtered back-projection to artificial intelligence

K Gong, K Kim, J Cui, D Wu, Q Li - PET clinics, 2021 - pet.theclinics.com
… In this article, the authors provide a review of the evolution of image reconstruction methods
in PET. The structure of this article is as follows. We first give an overview of traditional …

Artificial intelligence and CT image reconstruction: potential of a new era in radiation dose reduction

A Kambadakone - Journal of the American College of Radiology, 2020 - jacr.org
image reconstruction because of its short reconstruction time and computational efficiency
enabling real-time image reconstruction … of image quality due to higher image noise and beam …

Deep learning for tomographic image reconstruction

G Wang, JC Ye, B De Man - Nature machine intelligence, 2020 - nature.com
imaging is an important application of artificial intelligence and a new frontier of machine
learning… in computer vision and image analysis, which deal with existing images, improve these …

Use of artificial intelligence for image reconstruction

C Hoeschen - Der Radiologe, 2020 - Springer
… In principle, the methods of image reconstruction based on AI algorithms offer many
possibilities for improving and optimizing three-dimensional image datasets. However, the validity …