OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Medical Imaging is 68. 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 2021-06-01 to 2025-06-01.)

Article	Citations
Manifold Regularizer for High-Resolution fMRI Joint Reconstruction and Dynamic Quantification	345
Table of Contents	307
Table of Contents	291
Table of Contents	209
Table of Contents	208
Uncertainty Estimation for Heatmap-Based Landmark Localization	205
The CathEye: A Forward-Looking Ultrasound Catheter for Image-Guided Cardiovascular Procedures	199
Improving Self-Supervised Medical Image Pre-Training by Early Alignment with Human Eye Gaze Information	182
DIFFnet: Diffusion Parameter Mapping Network Generalized for Input Diffusion Gradient Schemes and b-Value	178
Towards Synchronous Memorizability and Generalizability with Site-Modulated Diffusion Replay for Cross-Site Continual Segmentation	160
Translation Consistent Semi-Supervised Segmentation for 3D Medical Images	152
Federated Cycling (FedCy): Semi-Supervised Federated Learning of Surgical Phases	148
Patient-by-Patient Deep Transfer Learning for Drug-Response Profiling Using Confocal Fluorescence Microscopy of Pediatric Patient-Derived Tumor-Cell Spheroids	142
I³Net: Inter-Intra-Slice Interpolation Network for Medical Slice Synthesis	139
A Fully Differentiable Framework for 2D/3D Registration and the Projective Spatial Transformers	138
Fourier Diffusion Models: A Method to Control MTF and NPS in Score-Based Stochastic Image Generation	136
Learned Tensor Neural Network Texture Prior for Photon-Counting CT Reconstruction	133
Optimizing Full 3D SPARKLING Trajectories for High-Resolution Magnetic Resonance Imaging	133
Continuous Conversion of CT Kernel Using Switchable CycleGAN With AdaIN	131
COSST: Multi-Organ Segmentation With Partially Labeled Datasets Using Comprehensive Supervisions and Self-Training	129
Volumetric Fetal Flow Imaging With Magnetic Resonance Imaging	128
Robust Vascular Segmentation for Raw Complex Images of Laser Speckle Contrast Based on Weakly Supervised Learning	125
DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model	122
Ultra-Widefield OCT Angiography	114
FONT-SIR: Fourth-Order Nonlocal Tensor Decomposition Model for Spectral CT Image Reconstruction	114

Prior Knowledge-Aware Fusion Network for Prediction of Macrovascular Invasion in Hepatocellular Carcinoma	113
A Unified Framework for Generalized Low-Shot Medical Image Segmentation With Scarce Data	112
Investigating and Improving Latent Density Segmentation Models for Aleatoric Uncertainty Quantification in Medical Imaging	110
Learning Brain Dynamics of Evolving Manifold Functional MRI Data Using Geometric-Attention Neural Network	108
A Riemannian Framework for Structurally Curated Functional Clustering of Brain White Matter Fibers	106
FRODO: An In-Depth Analysis of a System to Reject Outlier Samples From a Trained Neural Network	104
FPL+: Filtered Pseudo Label-Based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation	103
CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer With Modality-Correlated Cross-Attention for Brain Tumor Segmentation	100
Semi-Supervised Medical Image Segmentation Using Cross-Style Consistency With Shape-Aware and Local Context Constraints	100
Integrating Domain Knowledge Into Deep Networks for Lung Ultrasound With Applications to COVID-19	99
Embedding Tasks Into the Latent Space: Cross-Space Consistency for Multi-Dimensional Analysis in Echocardiography	98
Multimodal MRI Reconstruction Assisted With Spatial Alignment Network	98
IEEE Nuclear Science Symposium	97
Topicwise Separable Sentence Retrieval for Medical Report Generation	97
Masked Deformation Modeling for Volumetric Brain MRI Self-Supervised Pre-Training	92
DEQ-MPI: A Deep Equilibrium Reconstruction With Learned Consistency for Magnetic Particle Imaging	88
Magnetic Resonance Electrical Properties Tomography Based on Modified Physics- Informed Neural Network and Multiconstraints	88
Real-Time 3D Microwave Medical Imaging With Enhanced Variational Born Iterative Method	85
New Theory and Faster Computations for Subspace-Based Sensitivity Map Estimation in Multichannel MRI	85
Parameterized Gompertz-Guided Morphological AutoEncoder for Predicting Pulmonary Nodule Growth	85
VibNet: Vibration-Boosted Needle Detection in Ultrasound Images	84
Dual Polarization Modality Fusion Network for Assisting Pathological Diagnosis	84
Multi-Band Brain Network Analysis for Functional Neuroimaging Biomarker Identification	84
Effective Semi-Supervised Medical Image Segmentation With Probabilistic Representations and Prototype Learning	83
Histo-Genomic Knowledge Association for Cancer Prognosis From Histopathology Whole Slide Images	83
Multi-Modal Tumor Segmentation With Deformable Aggregation and Uncertain Region Inpainting	82
ULTRA-SR Challenge: Assessment of Ultrasound Localization and TRacking Algorithms for Super-Resolution Imaging	80
CATD: Unified Representation Learning for EEG-to-fMRI Cross-Modal Generation	79
Split Ring Resonator Topology Based Microwave Induced Thermoacoustic Imaging (SRR-MTAI)	79
Correction for Mechanical Inaccuracies in a Scanning Talbot-Lau Interferometer	77
X-Ray Scatter Estimation Using Deep Splines	76
Mitigating Data Consistency Induced Discrepancy in Cascaded Diffusion Models for Sparse-view CT Reconstruction	75
Joint Optimization of k-t Sampling Pattern and Reconstruction of DCE MRI for Pharmacokinetic Parameter Estimation	75
Cross-Modal Conditioned Reconstruction for Language-Guided Medical Image Segmentation	74
Attention-Aware Non-Rigid Image Registration for Accelerated MR Imaging	73
Eye-Gaze-Guided Vision Transformer for Rectifying Shortcut Learning	73
Optical Co-Registration Method of Triaxial OPM-MEG and MRI	72
OIF-Net: An Optical Flow Registration-Based PET/MR Cross-Modal Interactive Fusion Network for Low-Count Brain PET Image Denoising	72
Multitask Deep Learning Reconstruction and Localization of Lesions in Limited Angle Diffuse Optical Tomography	71
Realistic Lung Nodule Synthesis With Multi-Target Co-Guided Adversarial Mechanism	70
Encoder-Decoder Contrast for Unsupervised Anomaly Detection in Medical Images	69
A Local and Global Feature Disentangled Network: Toward Classification of Benign-Malignant Thyroid Nodules From Ultrasound Image	69
Ultrasound-Aided Large-Scale Optoacoustic Microscopy for Volumetric Angiography and Oximetry	69
Homotopic Gradients of Generative Density Priors for MR Image Reconstruction	68
Low-Dose CT Denoising via Sinogram Inner-Structure Transformer	68
Rotation-Oriented Collaborative Self-Supervised Learning for Retinal Disease Diagnosis	68
Structural Attention Graph Neural Network for Diagnosis and Prediction of COVID-19 Severity	68