MRI image reconstruction based on artificial intelligence

NN Liang - Journal of Physics: Conference Series, 2021 - iopscience.iop.org
… the image reconstruction. … of artificial intelligence technology in MR image reconstruction.
It is expected that the combination of MRI and artificial intelligence technology can reconstruct

Artificial intelligence and deep learning for advancing PET image reconstruction: State-of-the-art and future directions

D Hellwig, NC Hellwig, S Boehner… - Nuklearmedizin …, 2023 - thieme-connect.com
artificial intelligence (AI) techniques into the field of positron emission tomography (PET) image
reconstruction … art of PET imaging, enhancing image quality and diagnostic performance. …

AI for PET image reconstruction

AJ Reader, B Pan - The British Journal of Radiology, 2023 - academic.oup.com
reconstruction, 6,7 which use a model of the imaging physics (… reconstruction methods are
based on human intelligence, … , image reconstruction that is based on artificial intelligence (AI)…

[PDF][PDF] A new era of image reconstruction: TrueFidelity™

J Hsieh, E Liu, B Nett, J Tang… - White Paper …, 2019 - gehealthcare.com
image reconstruction engine. Figure 2: Artificial intelligence encompasses both machine
learning … Deep learning, a subset of machine learning, uses deep neural networks to greatly …

Artificial intelligence-based image reconstruction in cardiac magnetic resonance

C Qin, D Rueckert - Artificial Intelligence in Cardiothoracic Imaging, 2022 - Springer
… of CMR image reconstruction as an inverse problem, and then we will discuss the recent
advances in DL for CMR image reconstruction … of DL for CMR reconstruction will be discussed. …

Self-Guided Algorithm for Fast Image Reconstruction in Photo-Magnetic Imaging: Artificial Intelligence-Assisted Approach

M Algarawi, JS Saraswatula, RR Pathare, Y Zhang… - Bioengineering, 2024 - mdpi.com
… Previously, we introduced photomagnetic imaging (PMI) that … maps using a dedicated PMI
image reconstruction algorithm. In the … a new artificial intelligence-based image reconstruction

Artificial intelligence improves seismic-image reconstruction

C Carpenter - Journal of Petroleum Technology, 2019 - onepetro.org
… the images reconstructed by the generator network and the original seismic images from …
The discriminator’s job is to distinguish between the images reconstructed by the generator …

Deep learning CT image reconstruction in clinical practice

C Arndt, F Güttler, A Heinrich… - RöFo-Fortschritte auf …, 2021 - thieme-connect.com
reconstruction in the field of artificial intelligence utilizing the upcoming possibilities of … image
reconstruction as well as the basic concepts of DL and its implementation in reconstruction. …

Deep learning for biomedical image reconstruction: A survey

H Ben Yedder, B Cardoen, G Hamarneh - Artificial intelligence review, 2021 - Springer
… with artifact reduction and reconstruction speed-up reported in recent … -art image reconstruction
algorithms with a focus on DL-based methods. First, we examine common reconstruction

[HTML][HTML] From compressed-sensing to artificial intelligence-based cardiac MRI reconstruction

A Bustin, N Fuin, RM Botnar, C Prieto - Frontiers in cardiovascular …, 2020 - frontiersin.org
… clinical routine for CMR image reconstruction, there are several … area of artificial intelligence
for CMR image reconstruction. … sensing and low-rank reconstruction are briefly summarized, …