Image reconstruction: an overview for clinicians

MS Hansen, P Kellman - … of Magnetic Resonance Imaging, 2015 - Wiley Online Library
reconstruction process itself and the reconstructed images. It is beyond the scope of this review
to cover all of them but in this section we will give a brief overviewreconstruction pipeline …

Artificial intelligence for MR image reconstruction: an overview for clinicians

DJ Lin, PM Johnson, F Knoll… - … of Magnetic Resonance …, 2021 - Wiley Online Library
… some cases, eclipse conventional reconstruction methods in terms of image … overview aimed
at clinical radiologists with no experience in deep-learning-based MR image reconstruction

A Brief Overview of Optimization-Based Algorithms for MRI Reconstruction Using Deep Learning

W Bian - arXiv preprint arXiv:2406.02626, 2024 - arxiv.org
… 4 Conclusion In conclusion, this paper provides a comprehensive overview of several
optimization algorithms and network unrolling methods for MRI reconstruction. The discussed …

[HTML][HTML] A review and experimental evaluation of deep learning methods for MRI reconstruction

A Pal, Y Rathi - The journal of machine learning for biomedical …, 2022 - ncbi.nlm.nih.gov
brief overview of the classical or the non-DL based approaches for MR image reconstruction
We give a holistic overview of MR reconstruction methods, that includes a family of classical …

MRI reconstruction using discrete Fourier transform: a tutorial

AM Aibinu, MJE Salami, AA Shafie, AR Najeeb - 2008 - repository.elizadeuniversity.edu.ng
… a brief overview of MR system from both hardware and instrumentation point of view. This
work also gives a brief … gives a brief tutorial on DFT and the use of DFT in MRI reconstruction. …

Mathematical models for magnetic resonance imaging reconstruction: An overview of the approaches, problems, and future research areas

M Doneva - IEEE signal processing magazine, 2020 - ieeexplore.ieee.org
… help maximize the potential of MRI for clinical applications. Overview of the MR system
and … effects that influence MRI data acquisition, a brief overview of the MRI system components …

MRI: a conceptual overview

SS Rajan - 1998 - books.google.com
Briefly, MFC pulses are utilized during an MRI scan to generate spatially encoded NMR
signals, which serve in the reconstruction of an MR image. In contrast to Chapter 1, it is assumed …

Deep learning for accelerated and robust MRI reconstruction: a review

R Heckel, M Jacob, A Chaudhari, O Perlman… - arXiv preprint arXiv …, 2024 - arxiv.org
magnetic resonance imaging (MRI), a critical tool in diagnostic radiology. This review
paper provides a comprehensive overview of recent advances in DL for MRI reconstruction. It …

[HTML][HTML] A review on deep learning MRI reconstruction without fully sampled k-space

G Zeng, Y Guo, J Zhan, Z Wang, Z Lai, X Du, X Qu… - BMC Medical …, 2021 - Springer
… give a brief overview of the traditional reconstruction model, meanwhile, some reconstruction
… Then deep learning model for MRI reconstruction is illustrated in a supervised manner. Next…

MR imaging: brief overview and emerging applications

MA Jacobs, TS Ibrahim, R Ouwerkerk - Radiographics, 2007 - pubs.rsna.org
… signal is generated by a transmit RF coil and applied to an area of interest, and the output
signal is picked up by the RF receive coil and transmitted to an RF amplifier for reconstruction