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Journal of magnetic resonance imaging : JMRI

Showing 111 to 120 of 234 articles

Editorial for "Deep Learning for Noninvasive Assessment of H3 K27M Mutation Status in Diffuse Midline Gliomas Using MR Imaging".

Journal of magnetic resonance imaging : JMRI Jan 20, 2023
Humans Brain Neoplasms Magnetic Resonance Imaging Mutation Deep Learning Glioma
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Comparison of a Deep Learning-Accelerated vs. Conventional T2-Weighted Sequence in Biparametric MRI of the Prostate.

Journal of magnetic resonance imaging : JMRI Jan 18, 2023
BACKGROUND: Demand for prostate MRI is increasing, but scan times remain long even in abbreviated biparametric MRIs (bpMRI). Deep learning can be leveraged to accelerate T2-weighted imaging (T2WI).
Prostate Magnetic Resonance Imaging Prostatic Neoplasms Retrospective Studies Aged Middle Aged Deep Learning Male Humans
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Editorial for "Comparison of a Deep Learning-Accelerated vs. Conventional T2-Weighted Sequence in Biparametric MRI of the Prostate".

Journal of magnetic resonance imaging : JMRI Jan 18, 2023
Humans Retrospective Studies Magnetic Resonance Imaging Male Prostatic Neoplasms Deep Learning Prostate
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Automated MR Image Prescription of the Liver Using Deep Learning: Development, Evaluation, and Prospective Implementation.

Journal of magnetic resonance imaging : JMRI Dec 30, 2022
BACKGROUND: There is an unmet need for fully automated image prescription of the liver to enable efficient, reproducible MRI.
Retrospective Studies Female Aged Adult Reproducibility of Results Humans Artificial Intelligence Prospective Studies Liver Image Interpretation, Computer-Assisted Deep Learning Image Processing, Computer-Assisted Magnetic Resonance Imaging Male Middle Aged
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Editorial for "Deep-Learning-Based Contrast Synthesis From MRF Parameter Maps in the Knee Joint".

Journal of magnetic resonance imaging : JMRI Dec 23, 2022
Brain Knee Joint Image Processing, Computer-Assisted Deep Learning Magnetic Resonance Imaging Humans Phantoms, Imaging
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Deep-Learning-Based Contrast Synthesis From MRF Parameter Maps in the Knee Joint.

Journal of magnetic resonance imaging : JMRI Dec 23, 2022
BACKGROUND: Magnetic resonance fingerprinting (MRF) is a method to speed up acquisition of quantitative MRI data. However, MRF does not usually produce contrast-weighted images that are required by radiologists, limiting reachable total scan time imp...
Knee Joint Magnetic Resonance Spectroscopy Retrospective Studies Deep Learning Image Processing, Computer-Assisted Magnetic Resonance Imaging Imaging, Three-Dimensional Humans
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Editorial for "Automated MR Image Prescription of the Liver Using Deep Learning: Development, Evaluation, and Prospective Implementation".

Journal of magnetic resonance imaging : JMRI Dec 12, 2022
Humans Prospective Studies Deep Learning Liver Image Processing, Computer-Assisted Magnetic Resonance Imaging
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A Dual-Channel Deep Learning Approach for Lung Cavity Estimation From Hyperpolarized Gas and Proton MRI.

Journal of magnetic resonance imaging : JMRI Nov 14, 2022
BACKGROUND: Hyperpolarized gas MRI can quantify regional lung ventilation via biomarkers, including the ventilation defect percentage (VDP). VDP is computed from segmentations derived from spatially co-registered functional hyperpolarized gas and str...
Deep Learning Magnetic Resonance Imaging Humans Protons Retrospective Studies Male Biomarkers Lung Female
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Editorial for "A Dual-Channel Deep Learning Approach for Lung Cavity Estimation From Hyperpolarized Gas and Proton MRI".

Journal of magnetic resonance imaging : JMRI Nov 7, 2022
Xenon Isotopes Helium Humans Deep Learning Lung Magnetic Resonance Imaging Protons
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Editorial for "Gradual Self-Training via Confidence and Volume Based Domain Adaptation for Multi Dataset Deep Learning-Based Brain Metastases Detection Using Nonlocal Networks on MRI Images".

Journal of magnetic resonance imaging : JMRI Oct 25, 2022
Magnetic Resonance Imaging Deep Learning Humans Image Processing, Computer-Assisted Brain Neoplasms
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