OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Medical Imaging is 73. 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 2022-06-01 to 2026-06-01.)

Article	Citations
Table of Contents	491
Table of Contents	472
Manifold Regularizer for High-Resolution fMRI Joint Reconstruction and Dynamic Quantification	407
Table of Contents	359
Table of Contents	340
Investigating and Improving Latent Density Segmentation Models for Aleatoric Uncertainty Quantification in Medical Imaging	306
Towards Synchronous Memorizability and Generalizability with Site-Modulated Diffusion Replay for Cross-Site Continual Segmentation	274
Translation Consistent Semi-Supervised Segmentation for 3D Medical Images	267
Fourier Diffusion Models: A Method to Control MTF and NPS in Score-Based Stochastic Image Generation	219
The CathEye: A Forward-Looking Ultrasound Catheter for Image-Guided Cardiovascular Procedures	208
SarAdapter: Prioritizing Attention on Semantic-Aware Representative Tokens for Enhanced Medical Image Segmentation	206
Laboratory Test-Guided Medical Image Generation for Multi-Modal Disease Prediction	196
Patient-by-Patient Deep Transfer Learning for Drug-Response Profiling Using Confocal Fluorescence Microscopy of Pediatric Patient-Derived Tumor-Cell Spheroids	190
Robust Vascular Segmentation for Raw Complex Images of Laser Speckle Contrast Based on Weakly Supervised Learning	187
Optimizing Full 3D SPARKLING Trajectories for High-Resolution Magnetic Resonance Imaging	186
FRODO: An In-Depth Analysis of a System to Reject Outlier Samples From a Trained Neural Network	174
Uncertainty Estimation for Heatmap-Based Landmark Localization	174
DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model	172
Facilitate Robust Early Screening of Cerebral Palsy via General Movements Assessment With Multi-Modality Co-Learning	170
Volumetric Fetal Flow Imaging With Magnetic Resonance Imaging	167
Federated Cycling (FedCy): Semi-Supervised Federated Learning of Surgical Phases	157
A Fully Differentiable Framework for 2D/3D Registration and the Projective Spatial Transformers	155
Ultra-Widefield OCT Angiography	142
A Riemannian Framework for Structurally Curated Functional Clustering of Brain White Matter Fibers	134
Improving Self-Supervised Medical Image Pre-Training by Early Alignment With Human Eye Gaze Information	133

Embedding Tasks Into the Latent Space: Cross-Space Consistency for Multi-Dimensional Analysis in Echocardiography	123
Polar Subarea-Aware Fusion Net for Posterior Eyeball Shape Reconstruction	123
A Trust-Guided Approach to MR Image Reconstruction With Side Information	120
Semi-Supervised Medical Image Segmentation Using Cross-Style Consistency With Shape-Aware and Local Context Constraints	112
Learned Tensor Neural Network Texture Prior for Photon-Counting CT Reconstruction	107
FONT-SIR: Fourth-Order Nonlocal Tensor Decomposition Model for Spectral CT Image Reconstruction	107
CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer With Modality-Correlated Cross-Attention for Brain Tumor Segmentation	105
FPL+: Filtered Pseudo Label-Based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation	104
Multimodal MRI Reconstruction Assisted With Spatial Alignment Network	103
Prior Knowledge-Aware Fusion Network for Prediction of Macrovascular Invasion in Hepatocellular Carcinoma	101
Echocardiography Video Segmentation via Neighborhood Correlation Mining	100
Learning Brain Dynamics of Evolving Manifold Functional MRI Data Using Geometric-Attention Neural Network	98
IEEE Nuclear Science Symposium	95
COSST: Multi-Organ Segmentation With Partially Labeled Datasets Using Comprehensive Supervisions and Self-Training	95
I³Net: Inter-Intra-Slice Interpolation Network for Medical Slice Synthesis	95
Ultrasound-Aided Large-Scale Optoacoustic Microscopy for Volumetric Angiography and Oximetry	95
SD-RetinaNet: Topologically Constrained Semi-Supervised Retinal Lesion and Layer Segmentation in OCT	93
Mitigating Data Consistency Induced Discrepancy in Cascaded Diffusion Models for Sparse-View CT Reconstruction	92
Magnetic Resonance Electrical Properties Tomography Based on Modified Physics- Informed Neural Network and Multiconstraints	92
Split Ring Resonator Topology Based Microwave Induced Thermoacoustic Imaging (SRR-MTAI)	92
EviVLM: When Evidential Learning Meets Vision Language Model for Medical Image Segmentation	91
Online Teaching: Distilling Decomposed Multimodal Knowledge for Breast Cancer Biomarker Prediction	90
CT Diagnostic Mode-Oriented and Cross Difficulty-Aware Network for Pulmonary Embolism Segmentation	90
Efficient Large-Deformation Medical Image Registration via Recurrent Dynamic Correlation	90
Decouple, Reorganize, and Fuse: A Multimodal Framework for Cancer Survival Prediction	89
Masked Deformation Modeling for Volumetric Brain MRI Self-Supervised Pre-Training	88
Dual Polarization Modality Fusion Network for Assisting Pathological Diagnosis	85
Learning From Incorrectness: Active Learning With Negative Pre-Training and Curriculum Querying for Histological Tissue Classification	85
MSMFN: An Ultrasound Based Multi-Step Modality Fusion Network for Identifying the Histologic Subtypes of Metastatic Cervical Lymphadenopathy	84
Histo-Genomic Knowledge Association for Cancer Prognosis From Histopathology Whole Slide Images	84
Optical Co-Registration Method of Triaxial OPM-MEG and MRI	83
Multi-Modal Tumor Segmentation With Deformable Aggregation and Uncertain Region Inpainting	82
VibNet: Vibration-Boosted Needle Detection in Ultrasound Images	81
Spach Transformer: Spatial and Channel-Wise Transformer Based on Local and Global Self-Attentions for PET Image Denoising	81
Real-Time 3D Microwave Medical Imaging With Enhanced Variational Born Iterative Method	80
Correction for Mechanical Inaccuracies in a Scanning Talbot-Lau Interferometer	79
Encoder-Decoder Contrast for Unsupervised Anomaly Detection in Medical Images	78
Diffusion Models for Counterfactual Generation and Anomaly Detection in Brain Images	77
Learning Whole Heart Mesh Generation From Patient Images for Computational Simulations	77
New Theory and Faster Computations for Subspace-Based Sensitivity Map Estimation in Multichannel MRI	76
Topicwise Separable Sentence Retrieval for Medical Report Generation	76
Structural Attention Graph Neural Network for Diagnosis and Prediction of COVID-19 Severity	76
CATD: Unified Representation Learning for EEG-to-fMRI Cross-Modal Generation	75
Highly Undersampled MRI Reconstruction via a Single Posterior Sampling of Diffusion Models	75
OIF-Net: An Optical Flow Registration-Based PET/MR Cross-Modal Interactive Fusion Network for Low-Count Brain PET Image Denoising	73
BCNet: Bronchus Classification via Structure Guided Representation Learning	73
Unsupervised High-Order Implicit Neural Representation With Line Attention for Metal Artifact Reduction	73
Joint Optimization of k-t Sampling Pattern and Reconstruction of DCE MRI for Pharmacokinetic Parameter Estimation	73