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
FONT-SIR: Fourth-Order Nonlocal Tensor Decomposition Model for Spectral CT Image Reconstruction	115
Federated Cycling (FedCy): Semi-Supervised Federated Learning of Surgical Phases	115
Semi-Supervised Medical Image Segmentation Using Cross-Style Consistency With Shape-Aware and Local Context Constraints	113
FRODO: An In-Depth Analysis of a System to Reject Outlier Samples From a Trained Neural Network	109
A Trust-Guided Approach to MR Image Reconstruction with Side Information	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
Correction for Mechanical Inaccuracies in a Scanning Talbot-Lau Interferometer	79
Ultrasound-Aided Large-Scale Optoacoustic Microscopy for Volumetric Angiography and Oximetry	79
Joint Optimization of k-t Sampling Pattern and Reconstruction of DCE MRI for Pharmacokinetic Parameter Estimation	78
Cross-Modal Conditioned Reconstruction for Language-Guided Medical Image Segmentation	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