Magnetic Resonance Imaging

Article	Citations
A 3D densely connected convolution neural network with connection-wise attention mechanism for Alzheimer's disease classification	115
High-performance low field MRI enables visualization of persistent pulmonary damage after COVID-19	41
Machine learning-based radiomic, clinical and semantic feature analysis for predicting overall survival and MGMT promoter methylation status in patients with glioblastoma	34
Meningiomas: Preoperative predictive histopathological grading based on radiomics of MRI	34
MRI-based peritumoral radiomics analysis for preoperative prediction of lymph node metastasis in early-stage cervical cancer: A multi-center study	31
Improvement of peripheral nerve visualization using a deep learning-based MR reconstruction algorithm	31
A novel CNN algorithm for pathological complete response prediction using an I-SPY TRIAL breast MRI database	31
Segmentation of whole breast and fibroglandular tissue using nnU-Net in dynamic contrast enhanced MR images	30
A Generative Adversarial Network technique for high-quality super-resolution reconstruction of cardiac magnetic resonance images	30
Accuracy and reproducibility of automated white matter hyperintensities segmentation with lesion segmentation tool: A European multi-site 3T study	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	29
Deep-learning approach with convolutional neural network for classification of maximum intensity projections of dynamic contrast-enhanced breast magnetic resonance imaging	28
10.5 T MRI static field effects on human cognitive, vestibular, and physiological function	25
Chest MRI of patients with COVID-19	24
Recent advances on optic nerve magnetic resonance imaging and post-processing	23
Improved discrimination of molecular subtypes in invasive breast cancer: Comparison of multiple quantitative parameters from breast MRI	23
Quantitative MRI: Defining repeatability, reproducibility and accuracy for prostate cancer imaging biomarker development	23
Cardiac MRI for the prognostication of heart failure with preserved ejection fraction: A systematic review and meta-analysis	23
High-performance rapid MR parameter mapping using model-based deep adversarial learning	23
Automated post-operative brain tumour segmentation: A deep learning model based on transfer learning from pre-operative images	23
Radiomic machine learning for pretreatment assessment of prognostic risk factors for endometrial cancer and its effects on radiologists' decisions of deep myometrial invasion	22
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	22
Improvement of PI-RADS-dependent prostate cancer classification by quantitative image assessment using radiomics or mean ADC	21
Blood oxygenation level dependent magnetic resonance imaging and diffusion weighted MRI imaging for benign and malignant breast cancer discrimination	20
Handcrafted MRI radiomics and machine learning: Classification of indeterminate solid adrenal lesions	19

Realistic generation of diffusion-weighted magnetic resonance brain images with deep generative models	18
Feasibility of high-resolution magnetic resonance imaging of the liver using deep learning reconstruction based on the deep learning denoising technique	18
Myocardial T1-mapping and extracellular volume in pulmonary arterial hypertension: A systematic review and meta-analysis	18
Perfusion parameters derived from MRI for preoperative prediction of IDH mutation and MGMT promoter methylation status in glioblastomas	18
Feasibility of MR fingerprinting using a high-performance 0.55 T MRI system	18
ArtifactID: Identifying artifacts in low-field MRI of the brain using deep learning	17
Associations between IVIM histogram parameters and histopathology in rectal cancer	17
Normal appearing brain white matter changes in relapsing multiple sclerosis: Texture image and classification analysis in serial MRI scans	17
Susceptibility artifacts from metallic markers and cardiac catheterization devices on a high-performance 0.55 T MRI system	17
IKWI-net: A cross-domain convolutional neural network for undersampled magnetic resonance image reconstruction	16
High quality and fast compressed sensing MRI reconstruction via edge-enhanced dual discriminator generative adversarial network	16
Classification of type of brain magnetic resonance images with deep learning technique	15
Deep unregistered multi-contrast MRI reconstruction	15
Diffusion kurtosis imaging for the assessment of renal fibrosis of chronic kidney disease: A preliminary study	15
Test-retest reliability and reproducibility of long-label pseudo-continuous arterial spin labeling	15
Transfer learning in deep neural network based under-sampled MR image reconstruction	15
IVIM-DWI and MRI-based radiomics in cervical cancer: Prediction of concurrent chemoradiotherapy sensitivity in combination with clinical prognostic factors	14
Quantitative T2 mapping using accelerated 3D stack-of-spiral gradient echo readout	14
A deep-learning semantic segmentation approach to fully automated MRI-based left-ventricular deformation analysis in cardiotoxicity	14
On the regularization of feature fusion and mapping for fast MR multi-contrast imaging via iterative networks	14
Evaluation on the generalization of a learned convolutional neural network for MRI reconstruction	14
Preoperative assessment of microvascular invasion of hepatocellular carcinoma using non-Gaussian diffusion-weighted imaging with a fractional order calculus model: A pilot study	14
Magnetic resonance molecular imaging of extradomain B fibronectin enables detection of pancreatic ductal adenocarcinoma metastasis	13
The predictive value of DKI in breast cancer: Does tumour subtype affect pathological response evaluations?	13
Assessment of perivascular space filtering methods using a three-dimensional computational model	13
Characterising spatial heterogeneity of multiple myeloma in high resolution by whole body magnetic resonance imaging: Towards macro-phenotype driven patient management	13
Empirical field mapping for gradient nonlinearity correction of multi-site diffusion weighted MRI	13
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	13
Clinical feasibility of an abdominal thin-slice breath-hold single-shot fast spin echo sequence processed using a deep learning-based noise-reduction approach	13
Diffusion MRI detects basal forebrain cholinergic abnormalities in the 3xTg-AD mouse model of Alzheimer's disease	13
Autonomous magnetic resonance imaging	13
Discrimination between malignant and benign thyroid tumors by diffusion-weighted imaging – A systematic review and meta analysis	13
Quantitative transport mapping (QTM) for differentiating benign and malignant breast lesion: Comparison with traditional kinetics modeling and semi-quantitative enhancement curve characteristics.	12
Knee osteochondral junction imaging using a fast 3D T1-weighted ultrashort echo time cones sequence at 3T	12
Fast variable density Poisson-disc sample generation with directional variation for compressed sensing in MRI	12
Quantitative MRI of the liver: Evaluation of extracellular volume fraction and other quantitative parameters in comparison to MR elastography for the assessment of hepatopathy	12
Direct imaging of white matter ultrashort T12
A deep learning–based method for improving reliability of multicenter diffusion kurtosis imaging with varied acquisition protocols	12
Hybrid network with difference degree and attention mechanism combined with radiomics (H-DARnet) for MVI prediction in HCC	12
Convexity preserving level set for left ventricle segmentation	12
Application of diffusion kurtosis imaging to the study of edema in solid and peritumoral areas of glioma	11
MR cell size imaging with temporal diffusion spectroscopy	11
Brain diffusion MRI with multiplexed sensitivity encoding for reduced distortion in a pediatric patient population	11
Deep learning for radial SMS myocardial perfusion reconstruction using the 3D residual booster U-net	11
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
Diffusion MRI super-resolution reconstruction via sub-pixel convolution generative adversarial network	11
DBGAN: A dual-branch generative adversarial network for undersampled MRI reconstruction	11
Feasibility of accelerated whole-body diffusion-weighted imaging using a deep learning-based noise-reduction technique in patients with prostate cancer	11
Diagnostic potential of T1ρ and T2 relaxations in assessing the severity of liver fibrosis and necro-inflammation	11
Diffusion kurtosis imaging and arterial spin labeling for the noninvasive evaluation of persistent post-contrast acute kidney injury	11

Intravoxel incoherent motion magnetic resonance imaging for breast cancer: A comparison with molecular subtypes and histological grades	11
Noncontrast T1ρ dispersion imaging is sensitive to diffuse fibrosis: A cardiovascular magnetic resonance study at 3T in hypertrophic cardiomyopathy	11
Simulated diagnostic performance of low-field MRI: Harnessing open-access datasets to evaluate novel devices	11
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	10
Free-breathing 3D stack-of-radial MRI quantification of liver fat and R2* in adults with fatty liver disease	10
In vivo hypoxia characterization using blood oxygen level dependent magnetic resonance imaging in a preclinical glioblastoma mouse model	10
Amide proton transfer magnetic resonance imaging to evaluate renal impairment in patients with chronic kidney disease	10
Towards accelerated quantitative sodium MRI at 7 T in the skeletal muscle: Comparison of anisotropic acquisition- and compressed sensing techniques	10
A framework for validating open-source pulse sequences	10
Correlation between molecular prognostic factors and magnetic resonance imaging intravoxel incoherent motion histogram parameters in breast cancer	10
Aberrant resting-state cerebral blood flow and its connectivity in primary dysmenorrhea on arterial spin labeling MRI	10
Self-supervised learning-based diffeomorphic non-rigid motion estimation for fast motion-compensated coronary MR angiography	10
Application of hierarchical clustering to multi-parametric MR in prostate: Differentiation of tumor and normal tissue with high accuracy	10
Reduced field-of-view and multi-shot DWI acquisition techniques: Prospective evaluation of image quality and distortion reduction in prostate cancer imaging	10
Classifying early stages of cervical cancer with MRI-based radiomics	10
A multi-measure approach for assessing the performance of fMRI preprocessing strategies in resting-state functional connectivity	10
Automated detection of intracranial artery stenosis and occlusion in magnetic resonance angiography: A preliminary study based on deep learning	10
Clinical comparison of single-shot EPI, readout-segmented EPI and TGSE-BLADE for diffusion-weighted imaging of cerebellopontine angle tumors on 3 tesla	9
Evaluation of liver T1rho and T2 values in acute liver inflammation models using 7T-MRI	9
Automated hemodynamic assessment for cranial 4D flow MRI	9
Controlled mechanical ventilation to detect regional lymph node metastases in esophageal cancer using USPIO-enhanced MRI; comparison of image quality	9
Noise reduction in diffusion weighted MRI of the pancreas using an L1-regularized iterative SENSE reconstruction	9
Prediction of pathological complete response to neoadjuvant chemotherapy in breast cancer using radiomics of pretreatment dynamic contrast-enhanced MRI	9
Cardiac magnetic resonance using fused 3D cine and 4D flow sequences:Validation of ventricular and blood flow measurements	9
Multi-parametric MRI-based radiomics for the diagnosis of malignant soft-tissue tumor	9
Imaging-based diagnosis of benign lesions and pseudolesions in the cirrhotic liver	9
Development of three-dimensional MR neurography using an optimized combination of compressed sensing and parallel imaging	9
Quantitative diffusion-weighted imaging and dynamic contrast-enhanced MR imaging for assessment of tumor aggressiveness in prostate cancer at 3T	9
A multi-scale residual network for accelerated radial MR parameter mapping	9
K-space and image domain collaborative energy-based model for parallel MRI reconstruction	9
Self-navigated 3D whole-heart MRA for non-enhanced surveillance of thoracic aortic dilation: A comparison to CTA	9
Vessel length on SNAP MRA and TOF MRA is a potential imaging biomarker for brain blood flow	9
Identification of prostate cancer using multiparametric MR imaging characteristics of prostate tissues referenced to whole mount histopathology	9
Prostate lesion segmentation based on a 3D end-to-end convolution neural network with deep multi-scale attention	8
An unbiased method for PRF-shift temperature measurements in convective heat transfer systems with functional parts made of metal	8
Noninvasive diffusion MRI to determine the severity of peripheral nerve injury	8
Not only how much, but also how to, when measuring epicardial adipose tissue	8
Relationship between the cardiac magnetic resonance derived extracellular volume fraction and feature tracking myocardial strain in patients with non-ischemic dilated cardiomyopathy	8
Rapid microscopic fractional anisotropy imaging via an optimized linear regression formulation	8
Whole-brain, ultra-high spatial resolution ex vivo MRI with off-the-shelf components	8
A revisit of the k-space filtering effects of magnetization-prepared 3D FLASH and balanced SSFP acquisitions: Analytical characterization of the point spread functions	8
Magnetic resonance imaging in patients with cardiac implantable electronic devices: A prospective study	8
Tissue characterization using R1rho dispersion imaging at low locking fields	8
Optimization and numerical evaluation of multi-compartment diffusion MRI using the spherical mean technique for practical multiple sclerosis imaging	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
Effect of hybrid of compressed sensing and parallel imaging on the quantitative values measured by 3D quantitative synthetic MRI: A phantom study	8
Quantitative susceptibility mapping of both ring and non-ring white matter lesions in relapsing remitting multiple sclerosis	8
Automated multimodal segmentation of acute ischemic stroke lesions on clinical MR images	8
Investigated diagnostic value of synthetic relaxometry, three-dimensional pseudo-continuous arterial spin labelling and diffusion-weighted imaging in the grading of glioma	8
A segmentation-based method improving the performance of N4 bias field correction on T2weighted MR imaging data of the prostate	8
Rapid high-resolution volumetric T1 mapping using a highly accelerated stack-of-stars Look Locker technique	8
Effects of alfaxalone on cerebral blood flow and intrinsic neural activity of rhesus monkeys: A comparison study with ketamine	8
Deep artifact suppression for spiral real-time phase contrast cardiac magnetic resonance imaging in congenital heart disease	7
Apparent diffusion coefficient and intravoxel incoherent motion-diffusion kurtosis model parameters in invasive breast cancer: Correlation with the histological parameters of whole-slide imaging	7
VRfRNet: Volumetric ROI fODF reconstruction network for estimation of multi-tissue constrained spherical deconvolution with only single shell dMRI	7
Facile synthesis of water-soluble Fe3O4 and Fe3O4@PVA nanoparticles for dual-contrast T1- and T2-weighted magnetic resonance imaging	7
Multi-exponential MRI T2 maps: A tool to classify and characterize fruit tissues	7
Lumbosacral plexus MR tractography: A novel diagnostic tool for extraspinal sciatica and pudendal neuralgia?	7
Temperature dependence of 1H NMR chemical shifts and diffusivity of confined ethylammonium nitrate ionic liquid	7
Cerebral aggregate g-ratio mapping using magnetic resonance relaxometry and diffusion tensor imaging to investigate sex and age-related differences in white matter microstructure	7
Non-gaussian models of 3-Tesla diffusion-weighted MRI for the differentiation of pancreatic ductal adenocarcinomas from neuroendocrine tumors and solid pseudopapillary neoplasms	7
DCT-net: Dual-domain cross-fusion transformer network for MRI reconstruction	7
Neural network enhanced 3D turbo spin echo for MR intracranial vessel wall imaging	7
Lung MRI assessment with high-frequency noninvasive ventilation at 3 T	7
Evaluation of diffusion measurements reveals radial diffusivity indicative of microstructural damage following acute, mild traumatic brain injury	7
Accuracy and repeatability of QRAPMASTER and MRF-vFA	7
Performance of spiral UTE-MRI of the lung in post-COVID patients	7
Imaging patients pre and post deep brain stimulation: Localization of the electrodes and their targets	7
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	7
An optimized MP2RAGE sequence for studying both brain and cervical spinal cord in a single acquisition at 3T	7
Exploring (peri-) lesional and structural connectivity tissue damage through T1/T2-weighted ratio in iron rim multiple sclerosis lesions	7
Robust brain MR image compressive sensing via re-weighted total variation and sparse regression	7
Generalizing deep learning brain segmentation for skull removal and intracranial measurements	7
Estimation of in-scanner head pose changes during structural MRI using a convolutional neural network trained on eye tracker video	7
Aperture–patch sandwich metasurface for magnetic field enhancement in 1.5 T MRI	7
Alterations of gray and white matter volumes and cortical thickness in treated HIV-positive patients	7
Intracranial vessel wall imaging framework – Data acquisition, processing, and visualization	7
Classifying MRI motion severity using a stacked ensemble approach	7
Automatic quantification of white matter hyperintensities on T2-weighted fluid attenuated inversion recovery magnetic resonance imaging	7
Age estimates from brain magnetic resonance images of children younger than two years of age using deep learning	7

Real-time exercise stress cardiac MRI with Fourier-series reconstruction from golden-angle radial data	7
A self-compensated spin-locking scheme for quantitative R1 dispersion MR imaging in ordered tissues	7
Quantitative magnetic resonance imaging for evaluating of the cerebrospinal fluid kinetics with 17O-labeled water tracer: A preliminary report	6
MRI-based mechanical competence assessment of bone using micro finite element analysis (micro-FEA): Review	6
Automated vortical blood flow-based estimation of mean pulmonary arterial pressure from 4D flow MRI	6
Diffusion-weighted MRI of total hip arthroplasty for classification of synovial reactions: A pilot study	6
Improving image quality in transcranial magnetic resonance guided focused ultrasound using a conductive screen	6
Radiomics nomogram analysis of T2-fBLADE-TSE in pulmonary nodules evaluation	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
Changes in structural and functional connectivity during two years of fingolimod therapy for multiple sclerosis	6
Spiral MRSI and tissue segmentation of normal-appearing white matter and white matter lesions in relapsing remitting multiple sclerosis patients☆	6
Motion-resolved and free-breathing liver MRF	6
Parallel transmission 2D RARE imaging at 7T with transmit field inhomogeneity mitigation and local SAR control	6
Multiparametric study for glioma grading with FLAIR, ADC map, eADC map, T1 map, and SWI images	6
Differentiation between sepsis survivors and sepsis non-survivors through blood serum metabolomics: A proton nuclear magnetic resonance spectroscopy (NMR) study	6
Whole-heart non-rigid motion corrected coronary MRA with autofocus virtual 3D iNAV	6
Prostate cancer lesion detection, volume quantification and high-grade cancer differentiation using cancer risk maps derived from multiparametric MRI with histopathology as the reference standard	6
Quantification of microemulsion systems using low-field T1-weighted imaging	6
Highly undersampling dynamic cardiac MRI based on low-rank tensor coding	6
Automated thalamic nuclei segmentation using multi-planar cascaded convolutional neural networks	6
Single-breath-hold T2WI MRI with artificial intelligence-assisted technique in liver imaging: As compared with conventional respiratory-triggered T2WI	6
Microstructural features assessment of different waterlogged wood species by NMR diffusion validated with complementary techniques	6
Quantitative MRI texture analysis in chronic active multiple sclerosis lesions	6
Simultaneous multi-slice T1 mapping using MOLLI with blipped CAIPIRINHA bSSFP	6
Optimized cardiac functional MRI of small-animal models of cancer radiation therapy	6
Combining amide proton transfer-weighted and arterial spin labeling imaging to differentiate solitary brain metastases from glioblastomas	6
Can global longitudinal strain (GLS) with magnetic resonance prognosticate early cancer therapy-related cardiac dysfunction (CTRCD) in breast cancer patients, a prospective study?	6
Diffusion-weighted, intravoxel incoherent motion, and diffusion kurtosis tensor MR imaging in chronic kidney diseases: Correlations with histology	5
Ultrashort echo time adiabatic T1ρ (UTE-Adiab-T1ρ) is sensitive to human cadaveric knee joint deformation induced by mechanical loading and unloading	5
Towards differentiation of brain tumor from radiation necrosis using multi-parametric MRI: Preliminary results at 4.7 T using rodent models	5
Lesion 3D modeling in transcranial MR-guided focused ultrasound thalamotomy	5
Evaluation of liver T1 using MOLLI gradient echo readout under the influence of fat	5
T2 and T2⁎ mapping and weighted imaging in cardiac MRI	5
How does the pancreatic solid pseudopapillary neoplasm confuse us: Analyzing from the point view of MRI-based radiomics?	5
Accelerating 3D MTC-BOOST in patients with congenital heart disease using a joint multi-scale variational neural network reconstruction	5
A multi-inversion-recovery magnetic resonance fingerprinting for multi-compartment water mapping	5
Noninvasive prediction of IDH mutation status in gliomas using preoperative multiparametric MRI radiomics nomogram: A mutlicenter study	5
Non-contrast hemodynamic imaging of Moyamoya disease with MR fingerprinting ASL: A feasibility study	5
Intravoxel incoherent motion MR imaging analysis for diagnosis of placenta accrete spectrum disorders: A pilot feasibility study	5
High-resolution, non-contrast-enhanced magnetic resonance angiography of the wrist, hand and digital arteries using optimized implementation of Cartesian quiescent interval slice selective (QISS) at 1	5
Value of non-Gaussian diffusion imaging with a fractional order calculus model combined with conventional MRI for differentiating histological types of cervical cancer	5
Stiffness change of the supraspinatus muscle can be detected by magnetic resonance elastography	5
Automated filter selection for suppression of Gibbs ringing artefacts in MRI	5
Optimized gradient spoiling of UTE VFA-AFI sequences for robust T1 estimation with B1-field correction	5
Contrastive semi-supervised harmonization of single-shell to multi-shell diffusion MRI	5
Three-dimensional amide proton transfer-weighted and intravoxel incoherent motion imaging for predicting bone metastasis in patients with prostate cancer: A pilot study	5
Whole-body MRI radiomics model to predict relapsed/refractory Hodgkin Lymphoma: A preliminary study	5
Comparison of quantitative parameters and radiomic features as inputs into machine learning models to predict the Gleason score of prostate cancer lesions	5
Average SAR prediction, validation, and evaluation for a compact MR scanner head-sized RF coil	5
Assessment of gamma knife radiosurgery for unruptured cerebral arterioveneus malformations based on multi-parameter radiomics of MRI	5
4D segmentation of the thoracic aorta from 4D flow MRI using deep learning	5
MRI-based radiomics models can improve prognosis prediction for nasopharyngeal carcinoma with neoadjuvant chemotherapy	5
Usefulness of diffusion derived vessel density computed from a simplified IVIM imaging protocol: An experimental study with rat biliary duct blockage induced liver fibrosis	5
The effects of coupled B1 fields in B1 encoded TRASE MRI - A simulation study	5
Axon diameter inferences in the human corpus callosum using oscillating gradient spin echo sequences	5
Simultaneous multi-banding and multi-echo phase encoding for the accelerated acquisition of high-resolution volumetric diffusivity maps by spatiotemporally encoded MRI	5
On retrospective k-space subsampling schemes for deep MRI reconstruction	5
Relationships between spinal cord blood flow measured with flow-sensitive alternating inversion recovery (FAIR) and neurobehavioral outcomes in rat spinal cord injury	5
In vivo irreversible and reversible transverse relaxation rates in human cerebral cortex via line scans at 7 T with 250 micron resolution perpendicular to the cortical surface	5
Automatic macaque brain segmentation based on 7T MRI	5
Abdominal adipose tissue components quantification in MRI as a relevant biomarker of metabolic profile	5
Hyperpolarised gas filling station for medical imaging using polarised 129Xe and 3He	5
Investigating the heterogeneity of viscoelastic properties in prostate cancer using MR elastography at 9.4T in fresh prostatectomy specimens	5
Topographical and zonal patterns of T2 relaxation in osteoarthritic tibial cartilage by low- and high-resolution MRI	5
Single-shell to multi-shell dMRI transformation using spatial and volumetric multilevel hierarchical reconstruction framework	5
Quantification of lung ventilation defects on hyperpolarized MRI: The Multi-Ethnic Study of Atherosclerosis (MESA) COPD study	5
Iterative self-consistent parallel magnetic resonance imaging reconstruction based on nonlocal low-rank regularization	5
Latency structure of BOLD signals within white matter in resting-state fMRI	5
Arterial spin labelling as a gadolinium-free alternative in the detection of prostate cancer	5