OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Medical Imaging is 74. 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 2022-08-01 to 2026-08-01.)

Article	Citations
Table of Contents	511
Table of Contents	507
Manifold Regularizer for High-Resolution fMRI Joint Reconstruction and Dynamic Quantification	441
Table of Contents	396
Table of Contents	371
Towards Synchronous Memorizability and Generalizability with Site-Modulated Diffusion Replay for Cross-Site Continual Segmentation	334
Fourier Diffusion Models: A Method to Control MTF and NPS in Score-Based Stochastic Image Generation	300
The CathEye: A Forward-Looking Ultrasound Catheter for Image-Guided Cardiovascular Procedures	283
A Riemannian Framework for Structurally Curated Functional Clustering of Brain White Matter Fibers	233
Polar Subarea-Aware Fusion Net for Posterior Eyeball Shape Reconstruction	220
A Trust-Guided Approach to MR Image Reconstruction With Side Information	219
Optimizing Full 3D SPARKLING Trajectories for High-Resolution Magnetic Resonance Imaging	199
FRODO: An In-Depth Analysis of a System to Reject Outlier Samples From a Trained Neural Network	194
Facilitate Robust Early Screening of Cerebral Palsy via General Movements Assessment With Multi-Modality Co-Learning	189
Volumetric Fetal Flow Imaging With Magnetic Resonance Imaging	180
COSST: Multi-Organ Segmentation With Partially Labeled Datasets Using Comprehensive Supervisions and Self-Training	178
Laboratory Test-Guided Medical Image Generation for Multi-Modal Disease Prediction	172
Prior Knowledge-Aware Fusion Network for Prediction of Macrovascular Invasion in Hepatocellular Carcinoma	171
Structurally-Informed 3D Gaussian Splatting for Limited-Angle CBCT	151
Investigating and Improving Latent Density Segmentation Models for Aleatoric Uncertainty Quantification in Medical Imaging	150
FPL+: Filtered Pseudo Label-Based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation	147
Patient-by-Patient Deep Transfer Learning for Drug-Response Profiling Using Confocal Fluorescence Microscopy of Pediatric Patient-Derived Tumor-Cell Spheroids	142
Echocardiography Video Segmentation via Neighborhood Correlation Mining	138
Translation Consistent Semi-Supervised Segmentation for 3D Medical Images	131
FONT-SIR: Fourth-Order Nonlocal Tensor Decomposition Model for Spectral CT Image Reconstruction	130

Learned Tensor Neural Network Texture Prior for Photon-Counting CT Reconstruction	122
Embedding Tasks Into the Latent Space: Cross-Space Consistency for Multi-Dimensional Analysis in Echocardiography	122
REN: Anatomically-Informed Mixture-of-Experts for Interstitial Lung Disease Diagnosis	116
I³Net: Inter-Intra-Slice Interpolation Network for Medical Slice Synthesis	116
Uncertainty Estimation for Heatmap-Based Landmark Localization	109
Improving Self-Supervised Medical Image Pre-Training by Early Alignment With Human Eye Gaze Information	106
Topology Optimization of Magnetocardiographic Array Based on Cardiac Electromagnetic Simulation Model	106
Federated Cycling (FedCy): Semi-Supervised Federated Learning of Surgical Phases	105
Learning Brain Dynamics of Evolving Manifold Functional MRI Data Using Geometric-Attention Neural Network	104
CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer With Modality-Correlated Cross-Attention for Brain Tumor Segmentation	104
Multimodal MRI Reconstruction Assisted With Spatial Alignment Network	101
MoST-Net: Motion Memory Spatiotemporal Transformer Network for Myocardial Echocardiography Segmentation	100
REACT: Relation-Aware Class Activation-Guided Mixture-of-Experts for Spatio-Temporal Triplet Recognition	99
DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model	98
Semi-Supervised Medical Image Segmentation Using Cross-Style Consistency With Shape-Aware and Local Context Constraints	96
Ultra-Widefield OCT Angiography	96
A Fully Differentiable Framework for 2D/3D Registration and the Projective Spatial Transformers	96
Robust Vascular Segmentation for Raw Complex Images of Laser Speckle Contrast Based on Weakly Supervised Learning	95
SarAdapter: Prioritizing Attention on Semantic-Aware Representative Tokens for Enhanced Medical Image Segmentation	93
IEEE Nuclear Science Symposium	92
Ultrasound-Aided Large-Scale Optoacoustic Microscopy for Volumetric Angiography and Oximetry	91
Split Ring Resonator Topology Based Microwave Induced Thermoacoustic Imaging (SRR-MTAI)	90
SD-RetinaNet: Topologically Constrained Semi-Supervised Retinal Lesion and Layer Segmentation in OCT	90
Masked Deformation Modeling for Volumetric Brain MRI Self-Supervised Pre-Training	89
Learning From Incorrectness: Active Learning With Negative Pre-Training and Curriculum Querying for Histological Tissue Classification	89
Dual Polarization Modality Fusion Network for Assisting Pathological Diagnosis	89
Parameterized Gompertz-Guided Morphological AutoEncoder for Predicting Pulmonary Nodule Growth	86
Highly Undersampled MRI Reconstruction via a Single Posterior Sampling of Diffusion Models	86
Correction for Mechanical Inaccuracies in a Scanning Talbot-Lau Interferometer	85
Joint Optimization of k-t Sampling Pattern and Reconstruction of DCE MRI for Pharmacokinetic Parameter Estimation	84
BCNet: Bronchus Classification via Structure Guided Representation Learning	84
Unsupervised High-Order Implicit Neural Representation With Line Attention for Metal Artifact Reduction	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
Magnetic Resonance Electrical Properties Tomography Based on Modified Physics- Informed Neural Network and Multiconstraints	80
Histo-Genomic Knowledge Association for Cancer Prognosis From Histopathology Whole Slide Images	80
Decouple, Reorganize, and Fuse: A Multimodal Framework for Cancer Survival Prediction	80
JustRAIGS: Justified Referral in AI Glaucoma Screening Challenge	79
Online Teaching: Distilling Decomposed Multimodal Knowledge for Breast Cancer Biomarker Prediction	79
MSMFN: An Ultrasound Based Multi-Step Modality Fusion Network for Identifying the Histologic Subtypes of Metastatic Cervical Lymphadenopathy	78
Assessing the Capacity of a Denoising Diffusion Probabilistic Model to Reproduce Spatial Context	77
Efficient Large-Deformation Medical Image Registration via Recurrent Dynamic Correlation	77
Matrixed-Spectrum Decomposition Accelerated Linear Boltzmann Transport Equation Solver for Fast Scatter Correction in Multi-Spectral CT	77
Diffusion Models for Counterfactual Generation and Anomaly Detection in Brain Images	77
Learning Whole Heart Mesh Generation From Patient Images for Computational Simulations	76
Mitigating Data Consistency Induced Discrepancy in Cascaded Diffusion Models for Sparse-View CT Reconstruction	76
UniTransAD: Unified Translation Framework for Anomaly Detection in Brain MRI	76
Structural Attention Graph Neural Network for Diagnosis and Prediction of COVID-19 Severity	74
Eye-Gaze-Guided Vision Transformer for Rectifying Shortcut Learning	74
VibNet: Vibration-Boosted Needle Detection in Ultrasound Images	74

CATD: Unified Representation Learning for EEG-to-fMRI Cross-Modal Generation