OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Medical Imaging is 70. 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 2021-08-01 to 2025-08-01.)

Article	Citations
Manifold Regularizer for High-Resolution fMRI Joint Reconstruction and Dynamic Quantification	363
Table of Contents	332
Table of Contents	306
Table of Contents	245
Table of Contents	233
The CathEye: A Forward-Looking Ultrasound Catheter for Image-Guided Cardiovascular Procedures	227
Improving Self-Supervised Medical Image Pre-Training by Early Alignment with Human Eye Gaze Information	210
I³Net: Inter-Intra-Slice Interpolation Network for Medical Slice Synthesis	188
Fourier Diffusion Models: A Method to Control MTF and NPS in Score-Based Stochastic Image Generation	186
Optimizing Full 3D SPARKLING Trajectories for High-Resolution Magnetic Resonance Imaging	170
Echocardiography Video Segmentation via Neighborhood Correlation Mining	162
FPL+: Filtered Pseudo Label-Based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation	162
Ultra-Widefield OCT Angiography	161
Multimodal MRI Reconstruction Assisted With Spatial Alignment Network	153
Learned Tensor Neural Network Texture Prior for Photon-Counting CT Reconstruction	145
Robust Vascular Segmentation for Raw Complex Images of Laser Speckle Contrast Based on Weakly Supervised Learning	145
Embedding Tasks Into the Latent Space: Cross-Space Consistency for Multi-Dimensional Analysis in Echocardiography	143
A Fully Differentiable Framework for 2D/3D Registration and the Projective Spatial Transformers	143
SarAdapter: Prioritizing Attention on Semantic-Aware Representative Tokens for Enhanced Medical Image Segmentation	139
Towards Synchronous Memorizability and Generalizability with Site-Modulated Diffusion Replay for Cross-Site Continual Segmentation	137
Patient-by-Patient Deep Transfer Learning for Drug-Response Profiling Using Confocal Fluorescence Microscopy of Pediatric Patient-Derived Tumor-Cell Spheroids	136
COSST: Multi-Organ Segmentation With Partially Labeled Datasets Using Comprehensive Supervisions and Self-Training	134
Uncertainty Estimation for Heatmap-Based Landmark Localization	133
Volumetric Fetal Flow Imaging With Magnetic Resonance Imaging	132
Translation Consistent Semi-Supervised Segmentation for 3D Medical Images	129

DIFFnet: Diffusion Parameter Mapping Network Generalized for Input Diffusion Gradient Schemes and b-Value	128
Learning Brain Dynamics of Evolving Manifold Functional MRI Data Using Geometric-Attention Neural Network	122
A Riemannian Framework for Structurally Curated Functional Clustering of Brain White Matter Fibers	121
Investigating and Improving Latent Density Segmentation Models for Aleatoric Uncertainty Quantification in Medical Imaging	118
Prior Knowledge-Aware Fusion Network for Prediction of Macrovascular Invasion in Hepatocellular Carcinoma	116
Federated Cycling (FedCy): Semi-Supervised Federated Learning of Surgical Phases	115
FONT-SIR: Fourth-Order Nonlocal Tensor Decomposition Model for Spectral CT Image Reconstruction	115
Semi-Supervised Medical Image Segmentation Using Cross-Style Consistency With Shape-Aware and Local Context Constraints	113
A Trust-Guided Approach to MR Image Reconstruction with Side Information	109
FRODO: An In-Depth Analysis of a System to Reject Outlier Samples From a Trained Neural Network	109
Continuous Conversion of CT Kernel Using Switchable CycleGAN With AdaIN	108
Integrating Domain Knowledge Into Deep Networks for Lung Ultrasound With Applications to COVID-19	108
CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer With Modality-Correlated Cross-Attention for Brain Tumor Segmentation	104
A Unified Framework for Generalized Low-Shot Medical Image Segmentation With Scarce Data	102
DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model	101
IEEE Nuclear Science Symposium	99
Topicwise Separable Sentence Retrieval for Medical Report Generation	95
Masked Deformation Modeling for Volumetric Brain MRI Self-Supervised Pre-Training	94
Real-Time 3D Microwave Medical Imaging With Enhanced Variational Born Iterative Method	93
Effective Semi-Supervised Medical Image Segmentation With Probabilistic Representations and Prototype Learning	91
Parameterized Gompertz-Guided Morphological AutoEncoder for Predicting Pulmonary Nodule Growth	91
VibNet: Vibration-Boosted Needle Detection in Ultrasound Images	90
BCNet: Bronchus Classification via Structure Guided Representation Learning	89
Mitigating Data Consistency Induced Discrepancy in Cascaded Diffusion Models for Sparse-View CT Reconstruction	89
Points-supervised Fundus Vessel Segmentation via Shape Priors and Contrastive Learning	87
3D MedDiffusion: A 3D Medical Latent Diffusion Model for Controllable and High-quality Medical Image Generation	85
ULTRA-SR Challenge: Assessment of Ultrasound Localization and TRacking Algorithms for Super-Resolution Imaging	84
CATD: Unified Representation Learning for EEG-to-fMRI Cross-Modal Generation	81
Realistic Lung Nodule Synthesis With Multi-Target Co-Guided Adversarial Mechanism	81
Ultrasound-Aided Large-Scale Optoacoustic Microscopy for Volumetric Angiography and Oximetry	79
Correction for Mechanical Inaccuracies in a Scanning Talbot-Lau Interferometer	79
Cross-Modal Conditioned Reconstruction for Language-Guided Medical Image Segmentation	78
Joint Optimization of k-t Sampling Pattern and Reconstruction of DCE MRI for Pharmacokinetic Parameter Estimation	78
Structural Attention Graph Neural Network for Diagnosis and Prediction of COVID-19 Severity	77
Attention-Aware Non-Rigid Image Registration for Accelerated MR Imaging	77
Encoder-Decoder Contrast for Unsupervised Anomaly Detection in Medical Images	76
Dual Polarization Modality Fusion Network for Assisting Pathological Diagnosis	75
Phase Aberration Correction for In Vivo Ultrasound Localization Microscopy Using a Spatiotemporal Complex-Valued Neural Network	75
Rotation-Oriented Collaborative Self-Supervised Learning for Retinal Disease Diagnosis	74
Magnetic Resonance Electrical Properties Tomography Based on Modified Physics- Informed Neural Network and Multiconstraints	73
New Theory and Faster Computations for Subspace-Based Sensitivity Map Estimation in Multichannel MRI	73
Multi-Band Brain Network Analysis for Functional Neuroimaging Biomarker Identification	72
DEQ-MPI: A Deep Equilibrium Reconstruction With Learned Consistency for Magnetic Particle Imaging	71
Assessing the Capacity of a Denoising Diffusion Probabilistic Model to Reproduce Spatial Context	71
X-Ray Scatter Estimation Using Deep Splines	70