4.7 Article

Acceleration Strategies for MR-STAT: Achieving High-Resolution Reconstructions on a Desktop PC Within 3 Minutes

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Biophysics

Fast and accurate modeling of transient-state, gradient-spoiled sequences by recurrent neural networks

Hongyan Liu et al.

Summary: This study introduces a new model for simulating MR signal responses and utilizes a recurrent neural network to compute large-scale MR signals and derivatives quickly. The computational efficiency of the RNN model is demonstrated through comparisons with other existing models. Experimental results show that the RNN surrogate model can efficiently compute large-scale dictionaries within seconds, resulting in significant acceleration compared to current implementations.

NMR IN BIOMEDICINE (2021)

Article Radiology, Nuclear Medicine & Medical Imaging

Magnetization transfer in magnetic resonance fingerprinting

Tom Hilbert et al.

MAGNETIC RESONANCE IN MEDICINE (2020)

Article Engineering, Electrical & Electronic

Machine Learning for Rapid Magnetic Resonance Fingerprinting Tissue Property Quantification

Jesse I. Hamilton et al.

PROCEEDINGS OF THE IEEE (2020)

Article Computer Science, Interdisciplinary Applications

Accelerated MR-STAT Reconstructions Using Sparse Hessian Approximations

Oscar van der Heide et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2020)

Article Radiology, Nuclear Medicine & Medical Imaging

MANTIS: Model-Augmented Neural neTwork with Incoherent k-space Sampling for efficient MR parameter mapping

Fang Liu et al.

MAGNETIC RESONANCE IN MEDICINE (2019)

Article Radiology, Nuclear Medicine & Medical Imaging

High-dimensionality undersampled patch-based reconstruction (HD-PROST) for accelerated multi-contrast MRI

Aurelien Bustin et al.

MAGNETIC RESONANCE IN MEDICINE (2019)

Article Radiology, Nuclear Medicine & Medical Imaging

Low rank approximation methods for MR fingerprinting with large scale dictionaries

Mingrui Yang et al.

MAGNETIC RESONANCE IN MEDICINE (2018)

Article Radiology, Nuclear Medicine & Medical Imaging

Low rank alternating direction method of multipliers reconstruction for MR fingerprinting

Jakob Asslander et al.

MAGNETIC RESONANCE IN MEDICINE (2018)

Article Computer Science, Interdisciplinary Applications

Accelerated Parameter Mapping of Multiple-Echo Gradient-Echo Data Using Model-Based Iterative Reconstruction

Markus Zimmermann et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2018)

Article Radiology, Nuclear Medicine & Medical Imaging

Fast quantitative MRI as a nonlinear tomography problem

Alessandro Sbrizzi et al.

MAGNETIC RESONANCE IMAGING (2018)

Article Radiology, Nuclear Medicine & Medical Imaging

Single-shot T2 mapping using overlapping-echo detachment planar imaging and a deep convolutional neural network

Congbo Cai et al.

MAGNETIC RESONANCE IN MEDICINE (2018)

Article Radiology, Nuclear Medicine & Medical Imaging

Direct estimation of tracer-kinetic parameter maps from highly undersampled brain dynamic contrast enhanced MRI

Yi Guo et al.

MAGNETIC RESONANCE IN MEDICINE (2017)

Article Computer Science, Interdisciplinary Applications

Maximum Likelihood Reconstruction for Magnetic Resonance Fingerprinting

Bo Zhao et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2016)

Article Radiology, Nuclear Medicine & Medical Imaging

Acceleration of MR Parameter Mapping Using Annihilating Filter-Based Low Rank Hankel Matrix (ALOHA)

Dongwook Lee et al.

MAGNETIC RESONANCE IN MEDICINE (2016)

Article Computer Science, Artificial Intelligence

Multicontrast MRI Reconstruction with Structure-Guided Total Variation

Matthias J. Ehrhardt et al.

SIAM JOURNAL ON IMAGING SCIENCES (2016)

Review Radiology, Nuclear Medicine & Medical Imaging

Extended Phase Graphs: Dephasing, RF Pulses, and Echoes - Pure and Simple

Matthias Weigel

JOURNAL OF MAGNETIC RESONANCE IMAGING (2015)

Article Computer Science, Interdisciplinary Applications

SVD Compression for Magnetic Resonance Fingerprinting in the Time Domain

Debra F. McGivney et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2014)

Article Multidisciplinary Sciences

Magnetic resonance fingerprinting

Dan Ma et al.

NATURE (2013)

Review Medicine, Research & Experimental

Direct Estimation of Kinetic Parametric Images for Dynamic PET

Guobao Wang et al.

THERANOSTICS (2013)

Article Radiology, Nuclear Medicine & Medical Imaging

Array compression for MRI with large coil arrays

Martin Buehrer et al.

MAGNETIC RESONANCE IN MEDICINE (2007)

Article Neurosciences

A new improved version of the realistic digital brain phantom

Berengere Aubert-Broche et al.

NEUROIMAGE (2006)