Tag : Magnetic Resonance Imaging / methods*

Cardiology

Time-Dependent Myocardial Necrosis in Patients With ST-Segment-Elevation Myocardial Infarction Without Angiographic Collateral Flow Visualized by Cardiac Magnetic Resonance Imaging: Results From the Multicenter STEMI-SCAR Project.

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Related Articles Time-Dependent Myocardial Necrosis in Patients With ST-Segment-Elevation Myocardial Infarction Without Angiographic Collateral Flow Visualized by Cardiac Magnetic Resonance Imaging: Results From the Multicenter...
AI/ML

SVM recursive feature elimination analyses of structural brain MRI predicts near-term relapses in patients with clinically isolated syndromes suggestive of multiple sclerosis.

Newsemia
Related Articles SVM recursive feature elimination analyses of structural brain MRI predicts near-term relapses in patients with clinically isolated syndromes suggestive of multiple sclerosis. Neuroimage...
AI/ML

Uncovering convolutional neural network decisions for diagnosing multiple sclerosis on conventional MRI using layer-wise relevance propagation.

Newsemia
Related Articles Uncovering convolutional neural network decisions for diagnosing multiple sclerosis on conventional MRI using layer-wise relevance propagation. Neuroimage Clin. 2019;24:102003 Authors: Eitel F, Soehler...
AI/ML

The Utility of Applying Various Image Preprocessing Strategies to Reduce the Ambiguity in Deep Learning-based Clinical Image Diagnosis.

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Related Articles The Utility of Applying Various Image Preprocessing Strategies to Reduce the Ambiguity in Deep Learning-based Clinical Image Diagnosis. Magn Reson Med Sci. 2020...
AI/ML

An enhanced adaptive non-local means algorithm for Rician noise reduction in magnetic resonance brain images.

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Related Articles An enhanced adaptive non-local means algorithm for Rician noise reduction in magnetic resonance brain images. BMC Med Imaging. 2020 01 06;20(1):2 Authors: Chen...
AI/ML

Toward an interpretable Alzheimer's disease diagnostic model with regional abnormality representation via deep learning.

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Related Articles Toward an interpretable Alzheimer’s disease diagnostic model with regional abnormality representation via deep learning. Neuroimage. 2019 11 15;202:116113 Authors: Lee E, Choi JS,...
AI/ML

Brain MRI analysis using a deep learning based evolutionary approach.

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Related Articles Brain MRI analysis using a deep learning based evolutionary approach. Neural Netw. 2020 Jun;126:218-234 Authors: Shahamat H, Saniee Abadeh M Abstract Convolutional neural...
Cardiology

Inter-study repeatability of circumferential strain and diastolic strain rate by CMR tagging, feature tracking and tissue tracking in ST-segment elevation myocardial infarction.

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Related Articles Inter-study repeatability of circumferential strain and diastolic strain rate by CMR tagging, feature tracking and tissue tracking in ST-segment elevation myocardial infarction. Int...
Neurology

Quantification of cerebral perfusion and cerebrovascular reserve using Turbo-QUASAR arterial spin labeling MRI.

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Related Articles Quantification of cerebral perfusion and cerebrovascular reserve using Turbo-QUASAR arterial spin labeling MRI. Magn Reson Med. 2020 02;83(2):731-748 Authors: Zhao MY, Václavů L,...
AI/ML

Longitudinal assessment of the neuroanatomical consequences of deep brain stimulation: Application of fornical DBS in an Alzheimer's mouse model.

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Related Articles Longitudinal assessment of the neuroanatomical consequences of deep brain stimulation: Application of fornical DBS in an Alzheimer’s mouse model. Brain Res. 2019 07...
Neurology

DaT Scan "Abnormality" in Hyperglycemic-Hemichorea.

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Related Articles DaT Scan “Abnormality” in Hyperglycemic-Hemichorea. Tremor Other Hyperkinet Mov (N Y). 2019;9: Authors: Doher N, Gupta HV Abstract Background: Hyperglycemic-hemichorea is a well-established...
AI/ML

Automated lesion segmentation with BIANCA: Impact of population-level features, classification algorithm and locally adaptive thresholding.

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Related Articles Automated lesion segmentation with BIANCA: Impact of population-level features, classification algorithm and locally adaptive thresholding. Neuroimage. 2019 11 15;202:116056 Authors: Sundaresan V, Zamboni...
AI/ML

PET image super-resolution using generative adversarial networks.

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Related Articles PET image super-resolution using generative adversarial networks. Neural Netw. 2020 May;125:83-91 Authors: Song TA, Chowdhury SR, Yang F, Dutta J Abstract The intrinsically...
AI/ML

3D convolutional neural networks for tumor segmentation using long-range 2D context.

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Related Articles 3D convolutional neural networks for tumor segmentation using long-range 2D context. Comput Med Imaging Graph. 2019 04;73:60-72 Authors: Mlynarski P, Delingette H, Criminisi...
AI/ML

Small-world properties of the whole-brain functional networks in patients with obstructive sleep apnea-hypopnea syndrome.

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Related Articles Small-world properties of the whole-brain functional networks in patients with obstructive sleep apnea-hypopnea syndrome. Sleep Med. 2019 10;62:53-58 Authors: Huang Y, Liu Y,...
Cardiology

Development and application of artificial intelligence in cardiac imaging.

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Related Articles Development and application of artificial intelligence in cardiac imaging. Br J Radiol. 2020 Sep 01;93(1113):20190812 Authors: Jiang B, Guo N, Ge Y, Zhang...
Cardiology

Positron emission tomography/MRI for cardiac diseases assessment.

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Related Articles Positron emission tomography/MRI for cardiac diseases assessment. Br J Radiol. 2020 Sep 01;93(1113):20190836 Authors: Manabe O, Oyama-Manabe N, Tamaki N Abstract Functional imaging...
AI/ML

Automatic substantia nigra segmentation in neuromelanin-sensitive MRI by deep neural network in patients with prodromal and manifest synucleinopathy.

Newsemia
Related Articles Automatic substantia nigra segmentation in neuromelanin-sensitive MRI by deep neural network in patients with prodromal and manifest synucleinopathy. Physiol Res. 2019 12 30;68(Suppl...
AI/ML

Characterization of interstitial diffuse fibrosis patterns using texture analysis of myocardial native T1 mapping.

Newsemia
Related Articles Characterization of interstitial diffuse fibrosis patterns using texture analysis of myocardial native T1 mapping. PLoS One. 2020;15(6):e0233694 Authors: El-Rewaidy H, Neisius U, Nakamori...
AI/ML

The Role of Generative Adversarial Networks in Radiation Reduction and Artifact Correction in Medical Imaging.

Newsemia
Related Articles The Role of Generative Adversarial Networks in Radiation Reduction and Artifact Correction in Medical Imaging. J Am Coll Radiol. 2019 Sep;16(9 Pt B):1273-1278...

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