OOIR: Observatory of International Research

Papers

(The H4-Index of Magnetic Resonance in Medicine is 32. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-04-01 to 2024-04-01.)

Article	Citations
Self‐supervised learning of physics‐guided reconstruction neural networks without fully sampled reference data	130
Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge	112
MR elastography: Principles, guidelines, and terminology	98
Accelerating cardiac cine MRI using a deep learning‐based ESPIRiT reconstruction	79
In vivo 3D brain and extremity MRI at 50 mT using a permanent magnet Halbach array	79
Review and consensus recommendations on clinical APT‐weighted imaging approaches at 3T: Application to brain tumors	77
Scanner invariant representations for diffusion MRI harmonization	75
Analysis of deep complex‐valued convolutional neural networks for MRI reconstruction and phase‐focused applications	59
Multi‐parametric liver tissue characterization using MR fingerprinting: Simultaneous T₁, T₂, T₂*, and fat fraction mapping	48
FSL‐MRS: An end‐to‐end spectroscopy analysis package	47
Mapping of CSF transport using high spatiotemporal resolution dynamic contrast‐enhanced MRI in mice: Effect of anesthesia	46
Phase unwrapping with a rapid opensource minimum spanning tree algorithm (ROMEO)	46
Combined diffusion‐relaxometry microstructure imaging: Current status and future prospects	43
A standard system phantom for magnetic resonance imaging	42
Magnetic resonance parameter mapping using model‐guided self‐supervised deep learning	42
Reproducibility and repeatability of MRI‐based body composition analysis	41
Improved unsupervised physics‐informed deep learning for intravoxel incoherent motion modeling and evaluation in pancreatic cancer patients	39
Probing myelin content of the human brain with MRI: A review	38
Automated renal segmentation in healthy and chronic kidney disease subjects using a convolutional neural network	37
Systematic evaluation of iterative deep neural networks for fast parallel MRI reconstruction with sensitivity‐weighted coil combination	37
MRI reconstruction using deep Bayesian estimation	35
PreQual: An automated pipeline for integrated preprocessing and quality assurance of diffusion weighted MRI images	35
Training a neural network for Gibbs and noise removal in diffusion MRI	34
Protocols for multi‐site trials using hyperpolarized ¹²⁹Xe MRI for imaging of ventilation, alveolar‐airspace size, and gas exchange: A position paper from the ¹²⁹Xe MRI clinical	34
Volumetric mapping of intra‐ and extracellular pH in the human brain using ³¹P MRSI at 7T	34

Learning osteoarthritis imaging biomarkers from bone surface spherical encoding	33
Pulseq‐CEST: Towards multi‐site multi‐vendor compatibility and reproducibility of CEST experiments using an open‐source sequence standard	33
PVP‐coated Gd‐grafted nanodiamonds as a novel and potentially safer contrast agent for in vivo MRI	33
An optimized and highly repeatable MRI acquisition and processing pipeline for quantitative susceptibility mapping in the head‐and‐neck region	33
Training data distribution significantly impacts the estimation of tissue microstructure with machine learning	33
QSM reconstruction challenge 2.0: A realistic in silico head phantom for MRI data simulation and evaluation of susceptibility mapping procedures	32
Deep‐learning based super‐resolution for 3D isotropic coronary MR angiography in less than a minute	32
Myelin water imaging depends on white matter fiber orientation in the human brain	32