Magnetic Resonance Imaging

Article	Citations
DeepcomplexMRI: Exploiting deep residual network for fast parallel MR imaging with complex convolution	121
Artificial intelligence in medical imaging	102
A 3D densely connected convolution neural network with connection-wise attention mechanism for Alzheimer's disease classification	87
Denoising arterial spin labeling perfusion MRI with deep machine learning	60
Deep pancreas segmentation with uncertain regions of shadowed sets	40
Gadolinium-doped carbon quantum dots loaded magnetite nanoparticles as a bimodal nanoprobe for both fluorescence and magnetic resonance imaging	40
Free-running cardiac magnetic resonance fingerprinting: Joint T1/T2 map and Cine imaging	38
High-performance low field MRI enables visualization of persistent pulmonary damage after COVID-19	38
Radiomic prediction of mutation status based on MR imaging of lung cancer brain metastases	35
Meningiomas: Preoperative predictive histopathological grading based on radiomics of MRI	34
Motion artifacts reduction in brain MRI by means of a deep residual network with densely connected multi-resolution blocks (DRN-DCMB)	33
Visualization of exosomes from mesenchymal stem cells in vivo by magnetic resonance imaging	32
A multi-scale variational neural network for accelerating motion-compensated whole-heart 3D coronary MR angiography	32
The state-of-the-art and emerging design approaches of double-tuned RF coils for X-nuclei, brain MR imaging and spectroscopy: A review	32
Machine learning-based radiomic, clinical and semantic feature analysis for predicting overall survival and MGMT promoter methylation status in patients with glioblastoma	31
Improvement of peripheral nerve visualization using a deep learning-based MR reconstruction algorithm	30
Dual-domain cascade of U-nets for multi-channel magnetic resonance image reconstruction	30
A novel CNN algorithm for pathological complete response prediction using an I-SPY TRIAL breast MRI database	29
A Generative Adversarial Network technique for high-quality super-resolution reconstruction of cardiac magnetic resonance images	29
Single-breath-hold T2WI liver MRI with deep learning-based reconstruction: A clinical feasibility study in comparison to conventional multi-breath-hold T2WI liver MRI	27
Deep-learning approach with convolutional neural network for classification of maximum intensity projections of dynamic contrast-enhanced breast magnetic resonance imaging	26
MRI denoising using progressively distribution-based neural network	26
Segmentation of whole breast and fibroglandular tissue using nnU-Net in dynamic contrast enhanced MR images	26
A knowledge-driven feature learning and integration method for breast cancer diagnosis on multi-sequence MRI	25
Accuracy and reproducibility of automated white matter hyperintensities segmentation with lesion segmentation tool: A European multi-site 3T study	25

Prediction of early response to concurrent chemoradiotherapy in cervical cancer: Value of multi-parameter MRI combined with clinical prognostic factors	25
10.5 T MRI static field effects on human cognitive, vestibular, and physiological function	24
Non-contrast MR Lymphography of lipedema of the lower extremities	23
Differentiation of high-grade and low-grade intra-axial brain tumors by time-dependent diffusion MRI	23
High-performance rapid MR parameter mapping using model-based deep adversarial learning	21
Improved discrimination of molecular subtypes in invasive breast cancer: Comparison of multiple quantitative parameters from breast MRI	21
An unsupervised deep learning technique for susceptibility artifact correction in reversed phase-encoding EPI images	20
MRI-based peritumoral radiomics analysis for preoperative prediction of lymph node metastasis in early-stage cervical cancer: A multi-center study	20
Quantitative MRI: Defining repeatability, reproducibility and accuracy for prostate cancer imaging biomarker development	20
Blood oxygenation level dependent magnetic resonance imaging and diffusion weighted MRI imaging for benign and malignant breast cancer discrimination	20
Regional myocardial strain by cardiac magnetic resonance feature tracking for detection of scar in ischemic heart disease	19
Chest MRI of patients with COVID-19	19
Cardiac MRI for the prognostication of heart failure with preserved ejection fraction: A systematic review and meta-analysis	18
A comparison study of inhomogeneous magnetization transfer (ihMT) and magnetization transfer (MT) in multiple sclerosis based on whole brain acquisition at 3.0 T	18
Handcrafted MRI radiomics and machine learning: Classification of indeterminate solid adrenal lesions	18
Improvement of PI-RADS-dependent prostate cancer classification by quantitative image assessment using radiomics or mean ADC	18
Prediction of survival and progression in glioblastoma patients using temporal perfusion changes during radiochemotherapy	18
A workflow for automated segmentation of the liver surface, hepatic vasculature and biliary tree anatomy from multiphase MR images	17
Automated post-operative brain tumour segmentation: A deep learning model based on transfer learning from pre-operative images	17
Recent advances on optic nerve magnetic resonance imaging and post-processing	17
Effect of hepatic steatosis on native T1 mapping of 3T magnetic resonance imaging in the assessment of T1 values for patients with non-alcoholic fatty liver disease	17
Segmentation of the brain using direction-averaged signal of DWI images	17
Radiomic machine learning for pretreatment assessment of prognostic risk factors for endometrial cancer and its effects on radiologists' decisions of deep myometrial invasion	17
Myocardial T1-mapping and extracellular volume in pulmonary arterial hypertension: A systematic review and meta-analysis	17
Normal appearing brain white matter changes in relapsing multiple sclerosis: Texture image and classification analysis in serial MRI scans	16
Feasibility of high-resolution magnetic resonance imaging of the liver using deep learning reconstruction based on the deep learning denoising technique	16
ArtifactID: Identifying artifacts in low-field MRI of the brain using deep learning	16
Diffusion tensor imaging reveals microstructural alteration of the trigeminal nerve root in classical trigeminal neuralgia without neurovascular compression and correlation with outcome after internal	16
Perfusion parameters derived from MRI for preoperative prediction of IDH mutation and MGMT promoter methylation status in glioblastomas	16
Accelerating quantitative MR imaging with the incorporation of B1 compensation using deep learning	16
Feasibility of MR fingerprinting using a high-performance 0.55 T MRI system	15
Repeatability of arterial input functions and kinetic parameters in muscle obtained by dynamic contrast enhanced MR imaging of the head and neck	15
Realistic generation of diffusion-weighted magnetic resonance brain images with deep generative models	15
Associations between IVIM histogram parameters and histopathology in rectal cancer	15
Incidence of nephrogenic systemic fibrosis after administration of gadoteric acid in patients on renal replacement treatment	15
High quality and fast compressed sensing MRI reconstruction via edge-enhanced dual discriminator generative adversarial network	15
Susceptibility artifacts from metallic markers and cardiac catheterization devices on a high-performance 0.55 T MRI system	15
BRAHMA: Population specific T1, T2, and FLAIR weighted brain templates and their impact in structural and functional imaging studies	15
Classification of type of brain magnetic resonance images with deep learning technique	14
Quantifying cortical bone free water using short echo time (STE-MRI) at 1.5 T	14
Intracranial iron distribution and quantification in aceruloplasminemia: A case study	14
A high-resolution MRI brain template for adult Beagle	14
Diffusion kurtosis imaging for the assessment of renal fibrosis of chronic kidney disease: A preliminary study	14
A deep-learning semantic segmentation approach to fully automated MRI-based left-ventricular deformation analysis in cardiotoxicity	13
IKWI-net: A cross-domain convolutional neural network for undersampled magnetic resonance image reconstruction	13
Correlation analysis of apparent diffusion coefficient value and P53 and Ki-67 expression in esophageal squamous cell carcinoma	13
Diffusion MRI detects basal forebrain cholinergic abnormalities in the 3xTg-AD mouse model of Alzheimer's disease	13
The comparison of high-resolution diffusion weighted imaging (DWI) with high-resolution contrast-enhanced MRI in the evaluation of breast cancers	13
On the regularization of feature fusion and mapping for fast MR multi-contrast imaging via iterative networks	13
Test-retest reliability and reproducibility of long-label pseudo-continuous arterial spin labeling	13

Noninvasive assessment of abdominal adipose tissues and quantification of hepatic and pancreatic fat fractions in type 2 diabetes mellitus	13
Abnormal blood-brain barrier water exchange in chronic multiple sclerosis lesions: A preliminary study	13
Magnetic resonance molecular imaging of extradomain B fibronectin enables detection of pancreatic ductal adenocarcinoma metastasis	12
Three-dimensional turbo-spin-echo amide proton transfer-weighted and intravoxel incoherent motion MR imaging for type I endometrial carcinoma: Correlation with Ki-67 proliferation status	12
The predictive value of DKI in breast cancer: Does tumour subtype affect pathological response evaluations?	12
Transfer learning in deep neural network based under-sampled MR image reconstruction	12
Correction of out-of-FOV motion artifacts using convolutional neural network	12
Rapid whole-brain quantitative magnetization transfer imaging using 3D selective inversion recovery sequences	12
Prognostic and therapeutic evaluation of nasopharyngeal carcinoma by dynamic contrast-enhanced (DCE), diffusion-weighted (DW) magnetic resonance imaging (MRI) and magnetic resonance spectroscopy (MRS)	11
A multiparametric approach to diagnosing breast lesions using diffusion-weighted imaging and ultrafast dynamic contrast-enhanced MRI	11
Evaluation on the generalization of a learned convolutional neural network for MRI reconstruction	11
Contrast-enhanced magnetic resonance imaging evidence for the role of astrocytic aquaporin-4 water channels in glymphatic influx and interstitial solute transport	11
A proposal for a semiquantitative scoring system for lymphedema using Non-contrast Magnetic Resonance Lymphography (NMRL): Reproducibility among readers and correlation with clinical grading	11
Automated measurement of fat infiltration in the hip abductors from Dixon magnetic resonance imaging	11
Assessment of perivascular space filtering methods using a three-dimensional computational model	11
Development of fast deep learning quantification for magnetic resonance fingerprinting in vivo	11
Convexity preserving level set for left ventricle segmentation	11
Fast variable density Poisson-disc sample generation with directional variation for compressed sensing in MRI	11
Autonomous magnetic resonance imaging	11
Quantitative T2 mapping using accelerated 3D stack-of-spiral gradient echo readout	11
Application of diffusion kurtosis imaging to the study of edema in solid and peritumoral areas of glioma	11
A deep learning–based method for improving reliability of multicenter diffusion kurtosis imaging with varied acquisition protocols	11
Spatial normalization of multiple sclerosis brain MRI data depends on analysis method and software package	11
Diffusion kurtosis imaging and arterial spin labeling for the noninvasive evaluation of persistent post-contrast acute kidney injury	10
Intravoxel incoherent motion magnetic resonance imaging for breast cancer: A comparison with molecular subtypes and histological grades	10
A multi-scale residual network for accelerated radial MR parameter mapping	10
Clinical feasibility of an abdominal thin-slice breath-hold single-shot fast spin echo sequence processed using a deep learning-based noise-reduction approach	10
Direct imaging of white matter ultrashort T10
IVIM-DWI and MRI-based radiomics in cervical cancer: Prediction of concurrent chemoradiotherapy sensitivity in combination with clinical prognostic factors	10
A multi-measure approach for assessing the performance of fMRI preprocessing strategies in resting-state functional connectivity	10
Towards accelerated quantitative sodium MRI at 7 T in the skeletal muscle: Comparison of anisotropic acquisition- and compressed sensing techniques	10
Hybrid network with difference degree and attention mechanism combined with radiomics (H-DARnet) for MVI prediction in HCC	10
Diffusion MRI super-resolution reconstruction via sub-pixel convolution generative adversarial network	10
In vivo hypoxia characterization using blood oxygen level dependent magnetic resonance imaging in a preclinical glioblastoma mouse model	10
Preoperative assessment of microvascular invasion of hepatocellular carcinoma using non-Gaussian diffusion-weighted imaging with a fractional order calculus model: A pilot study	10
Aberrant resting-state cerebral blood flow and its connectivity in primary dysmenorrhea on arterial spin labeling MRI	10
Knee osteochondral junction imaging using a fast 3D T1-weighted ultrashort echo time cones sequence at 3T	10
Amide proton transfer magnetic resonance imaging to evaluate renal impairment in patients with chronic kidney disease	9
Vessel length on SNAP MRA and TOF MRA is a potential imaging biomarker for brain blood flow	9
Imaging-based diagnosis of benign lesions and pseudolesions in the cirrhotic liver	9
Empirical field mapping for gradient nonlinearity correction of multi-site diffusion weighted MRI	9
A framework for validating open-source pulse sequences	9
Diagnostic potential of T1ρ and T2 relaxations in assessing the severity of liver fibrosis and necro-inflammation	9
Free-breathing dynamic contrast-enhanced magnetic resonance of interstitial lung fibrosis	9
Characterising spatial heterogeneity of multiple myeloma in high resolution by whole body magnetic resonance imaging: Towards macro-phenotype driven patient management	9
Biexponential analysis of intravoxel incoherent motion in calf muscle before and after exercise: Comparisons with arterial spin labeling perfusion and T2	9
Quantitative transport mapping (QTM) for differentiating benign and malignant breast lesion: Comparison with traditional kinetics modeling and semi-quantitative enhancement curve characteristics.	9
Discrimination between malignant and benign thyroid tumors by diffusion-weighted imaging – A systematic review and meta analysis	9
Deep learning for radial SMS myocardial perfusion reconstruction using the 3D residual booster U-net	9
Deep unregistered multi-contrast MRI reconstruction	9
DBGAN: A dual-branch generative adversarial network for undersampled MRI reconstruction	9
MR cell size imaging with temporal diffusion spectroscopy	9
A 16-channel loop array for in vivo macaque whole-brain imaging at 3 T	9
Evaluation of liver T1rho and T2 values in acute liver inflammation models using 7T-MRI	9
Quantitative MRI of the liver: Evaluation of extracellular volume fraction and other quantitative parameters in comparison to MR elastography for the assessment of hepatopathy	9
Self-navigated 3D whole-heart MRA for non-enhanced surveillance of thoracic aortic dilation: A comparison to CTA	9
Controlled mechanical ventilation to detect regional lymph node metastases in esophageal cancer using USPIO-enhanced MRI; comparison of image quality	8
Noncontrast T1ρ dispersion imaging is sensitive to diffuse fibrosis: A cardiovascular magnetic resonance study at 3T in hypertrophic cardiomyopathy	8
Free-breathing 3D stack-of-radial MRI quantification of liver fat and R2* in adults with fatty liver disease	8
Simulated diagnostic performance of low-field MRI: Harnessing open-access datasets to evaluate novel devices	8
Self-supervised learning-based diffeomorphic non-rigid motion estimation for fast motion-compensated coronary MR angiography	8
An unbiased method for PRF-shift temperature measurements in convective heat transfer systems with functional parts made of metal	8
Feasibility of accelerated whole-body diffusion-weighted imaging using a deep learning-based noise-reduction technique in patients with prostate cancer	8
Quantitative diffusion-weighted imaging and dynamic contrast-enhanced MR imaging for assessment of tumor aggressiveness in prostate cancer at 3T	8
MRI radiomics in overall survival prediction of local advanced cervical cancer patients tread by adjuvant chemotherapy following concurrent chemoradiotherapy or concurrent chemoradiotherapy alone	8
MR imaging for shoulder diseases: Effect of compressed sensing and deep learning reconstruction on examination time and imaging quality compared with that of parallel imaging	8
In vitro experiments on ICOSA6 4D flow MRI measurement for the quantification of velocity and turbulence parameters	8
Multi-parametric MRI of the physiology and optics of the in-vivo mouse lens	8
Not only how much, but also how to, when measuring epicardial adipose tissue	8
Dynamic contrast-enhanced MRI with Gd-EOB-DTPA for the quantitative assessment of early-stage liver fibrosis induced by carbon tetrachloride in rabbits	8
Clinical comparison of single-shot EPI, readout-segmented EPI and TGSE-BLADE for diffusion-weighted imaging of cerebellopontine angle tumors on 3 tesla	8
Correlation between molecular prognostic factors and magnetic resonance imaging intravoxel incoherent motion histogram parameters in breast cancer	8
Relationship between the cardiac magnetic resonance derived extracellular volume fraction and feature tracking myocardial strain in patients with non-ischemic dilated cardiomyopathy	8
Magnetic resonance elastography of the supraspinatus muscle: A preliminary study on test-retest repeatability and wave quality with different frequencies and image filtering	8
Deep neural network inspired by iterative shrinkage-thresholding algorithm with data consistency (NISTAD) for fast Undersampled MRI reconstruction	7
Development of three-dimensional MR neurography using an optimized combination of compressed sensing and parallel imaging	7
Investigated diagnostic value of synthetic relaxometry, three-dimensional pseudo-continuous arterial spin labelling and diffusion-weighted imaging in the grading of glioma	7
Optimization and numerical evaluation of multi-compartment diffusion MRI using the spherical mean technique for practical multiple sclerosis imaging	7
Reduced field-of-view and multi-shot DWI acquisition techniques: Prospective evaluation of image quality and distortion reduction in prostate cancer imaging	7
Application of hierarchical clustering to multi-parametric MR in prostate: Differentiation of tumor and normal tissue with high accuracy	7

Lung MRI assessment with high-frequency noninvasive ventilation at 3 T	7
Real-time volumetric MR thermometry using 3D echo-shifted sequence under an open source reconstruction platform	7
Noninvasive diffusion MRI to determine the severity of peripheral nerve injury	7
Evaluation of diffusion measurements reveals radial diffusivity indicative of microstructural damage following acute, mild traumatic brain injury	7
Tissue characterization using R1rho dispersion imaging at low locking fields	7
Brain diffusion MRI with multiplexed sensitivity encoding for reduced distortion in a pediatric patient population	7
Values of intravoxel incoherent motion diffusion weighted imaging and dynamic contrast-enhanced MRI in evaluating the activity of sacroiliitis in ankylosing spondylitis of rat model	7
Rapid microscopic fractional anisotropy imaging via an optimized linear regression formulation	7
Magnetic resonance imaging in patients with cardiac implantable electronic devices: A prospective study	7
A revisit of the k-space filtering effects of magnetization-prepared 3D FLASH and balanced SSFP acquisitions: Analytical characterization of the point spread functions	7
Improving dynamic contrast-enhanced MRI of the lung using motion-weighted sparse reconstruction: Initial experiences in patients	7
Noise reduction in diffusion weighted MRI of the pancreas using an L1-regularized iterative SENSE reconstruction	7
Identification of prostate cancer using multiparametric MR imaging characteristics of prostate tissues referenced to whole mount histopathology	7
An optimized MP2RAGE sequence for studying both brain and cervical spinal cord in a single acquisition at 3T	7
Rapid high-resolution volumetric T1 mapping using a highly accelerated stack-of-stars Look Locker technique	7
Performance of spiral UTE-MRI of the lung in post-COVID patients	6
A comprehensive evaluation and impact of normalization of generalized tracer kinetic model parameters to characterize blood-brain-barrier permeability in normal-appearing and tumor tissue regions of p	6
Effect of hybrid of compressed sensing and parallel imaging on the quantitative values measured by 3D quantitative synthetic MRI: A phantom study	6
Effects of alfaxalone on cerebral blood flow and intrinsic neural activity of rhesus monkeys: A comparison study with ketamine	6
Optimized cardiac functional MRI of small-animal models of cancer radiation therapy	6
K-space and image domain collaborative energy-based model for parallel MRI reconstruction	6
Non-gaussian models of 3-Tesla diffusion-weighted MRI for the differentiation of pancreatic ductal adenocarcinomas from neuroendocrine tumors and solid pseudopapillary neoplasms	6
Spiral MRSI and tissue segmentation of normal-appearing white matter and white matter lesions in relapsing remitting multiple sclerosis patients☆	6
Multi-parametric MRI-based radiomics for the diagnosis of malignant soft-tissue tumor	6
VRfRNet: Volumetric ROI fODF reconstruction network for estimation of multi-tissue constrained spherical deconvolution with only single shell dMRI	6
Simultaneous multi-slice T1 mapping using MOLLI with blipped CAIPIRINHA bSSFP	6
Imaging patients pre and post deep brain stimulation: Localization of the electrodes and their targets	6
Classifying MRI motion severity using a stacked ensemble approach	6
Whole-brain, ultra-high spatial resolution ex vivo MRI with off-the-shelf components	6
Temperature dependence of 1H NMR chemical shifts and diffusivity of confined ethylammonium nitrate ionic liquid	6
Multiparametric study for glioma grading with FLAIR, ADC map, eADC map, T1 map, and SWI images	6
Cardiac magnetic resonance using fused 3D cine and 4D flow sequences:Validation of ventricular and blood flow measurements	6
On the influence of two coexisting species of susceptibility-producing structures on the R2∗ relaxation rate	6
Automated hemodynamic assessment for cranial 4D flow MRI	6
MRI-based mechanical competence assessment of bone using micro finite element analysis (micro-FEA): Review	6
Apparent diffusion coefficient and intravoxel incoherent motion-diffusion kurtosis model parameters in invasive breast cancer: Correlation with the histological parameters of whole-slide imaging	6
Automated vortical blood flow-based estimation of mean pulmonary arterial pressure from 4D flow MRI	6
Intracranial vessel wall imaging framework – Data acquisition, processing, and visualization	6
Reducing bias in DREAM flip angle mapping in human brain at 7T by multiple preparation flip angles	6
Improved selective visualization of internal and external carotid artery in 4D-MR angiography based on super-selective pseudo-continuous arterial spin labeling combined with CENTRA-keyhole and view-sh	6
Neural network enhanced 3D turbo spin echo for MR intracranial vessel wall imaging	6
Quantitative magnetic resonance imaging for evaluating of the cerebrospinal fluid kinetics with 17O-labeled water tracer: A preliminary report	6
Microstructure abnormity in the optic nerve of type 1 diabetic rats revealed by diffusion tensor imaging study	6
Quantification of microemulsion systems using low-field T1-weighted imaging	6
Real-time exercise stress cardiac MRI with Fourier-series reconstruction from golden-angle radial data	6
Automated thalamic nuclei segmentation using multi-planar cascaded convolutional neural networks	6
Whole-heart non-rigid motion corrected coronary MRA with autofocus virtual 3D iNAV	6
Estimation of in-scanner head pose changes during structural MRI using a convolutional neural network trained on eye tracker video	6
Hemodynamic investigation of peritumoral impaired blood oxygenation-level dependent cerebrovascular reactivity in patients with diffuse glioma	6
Utility of a diffusion-weighted arterial spin labeling (DW-ASL) technique for evaluating the progression of brain white matter lesions	6
Facile synthesis of water-soluble Fe3O4 and Fe3O4@PVA nanoparticles for dual-contrast T1- and T2-weighted magnetic resonance imaging	6