OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Medical Imaging is 71. 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 2022-05-01 to 2026-05-01.)

Article	Citations
Table of Contents	475
Table of Contents	462
Manifold Regularizer for High-Resolution fMRI Joint Reconstruction and Dynamic Quantification	386
Table of Contents	336
Table of Contents	328
Towards Synchronous Memorizability and Generalizability with Site-Modulated Diffusion Replay for Cross-Site Continual Segmentation	294
Learning Brain Dynamics of Evolving Manifold Functional MRI Data Using Geometric-Attention Neural Network	271
I³Net: Inter-Intra-Slice Interpolation Network for Medical Slice Synthesis	247
FONT-SIR: Fourth-Order Nonlocal Tensor Decomposition Model for Spectral CT Image Reconstruction	206
A Trust-Guided Approach to MR Image Reconstruction With Side Information	201
Uncertainty Estimation for Heatmap-Based Landmark Localization	196
Translation Consistent Semi-Supervised Segmentation for 3D Medical Images	191
SarAdapter: Prioritizing Attention on Semantic-Aware Representative Tokens for Enhanced Medical Image Segmentation	188
Investigating and Improving Latent Density Segmentation Models for Aleatoric Uncertainty Quantification in Medical Imaging	186
A Fully Differentiable Framework for 2D/3D Registration and the Projective Spatial Transformers	183
COSST: Multi-Organ Segmentation With Partially Labeled Datasets Using Comprehensive Supervisions and Self-Training	183
Improving Self-Supervised Medical Image Pre-Training by Early Alignment With Human Eye Gaze Information	169
DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model	167
Echocardiography Video Segmentation via Neighborhood Correlation Mining	166
Multimodal MRI Reconstruction Assisted With Spatial Alignment Network	166
Polar Subarea-Aware Fusion Net for Posterior Eyeball Shape Reconstruction	161
Semi-Supervised Medical Image Segmentation Using Cross-Style Consistency With Shape-Aware and Local Context Constraints	154
Embedding Tasks Into the Latent Space: Cross-Space Consistency for Multi-Dimensional Analysis in Echocardiography	154
CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer With Modality-Correlated Cross-Attention for Brain Tumor Segmentation	132
A Riemannian Framework for Structurally Curated Functional Clustering of Brain White Matter Fibers	131

Patient-by-Patient Deep Transfer Learning for Drug-Response Profiling Using Confocal Fluorescence Microscopy of Pediatric Patient-Derived Tumor-Cell Spheroids	131
Prior Knowledge-Aware Fusion Network for Prediction of Macrovascular Invasion in Hepatocellular Carcinoma	118
Fourier Diffusion Models: A Method to Control MTF and NPS in Score-Based Stochastic Image Generation	117
FPL+: Filtered Pseudo Label-Based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation	114
Volumetric Fetal Flow Imaging With Magnetic Resonance Imaging	111
The CathEye: A Forward-Looking Ultrasound Catheter for Image-Guided Cardiovascular Procedures	104
Facilitate Robust Early Screening of Cerebral Palsy via General Movements Assessment with Multi-Modality Co-Learning	101
Ultra-Widefield OCT Angiography	100
Robust Vascular Segmentation for Raw Complex Images of Laser Speckle Contrast Based on Weakly Supervised Learning	99
Federated Cycling (FedCy): Semi-Supervised Federated Learning of Surgical Phases	99
Laboratory Test-Guided Medical Image Generation for Multi-Modal Disease Prediction	98
Learned Tensor Neural Network Texture Prior for Photon-Counting CT Reconstruction	96
FRODO: An In-Depth Analysis of a System to Reject Outlier Samples From a Trained Neural Network	95
Optimizing Full 3D SPARKLING Trajectories for High-Resolution Magnetic Resonance Imaging	93
Unsupervised High-Order Implicit Neural Representation With Line Attention for Metal Artifact Reduction	93
IEEE Nuclear Science Symposium	93
BCNet: Bronchus Classification via Structure Guided Representation Learning	93
SD-RetinaNet: Topologically Constrained Semi-Supervised Retinal Lesion and Layer Segmentation in OCT	91
Highly Undersampled MRI Reconstruction via a Single Posterior Sampling of Diffusion Models	90
OIF-Net: An Optical Flow Registration-Based PET/MR Cross-Modal Interactive Fusion Network for Low-Count Brain PET Image Denoising	89
Ultrasound-Aided Large-Scale Optoacoustic Microscopy for Volumetric Angiography and Oximetry	89
Mitigating Data Consistency Induced Discrepancy in Cascaded Diffusion Models for Sparse-View CT Reconstruction	88
Correction for Mechanical Inaccuracies in a Scanning Talbot-Lau Interferometer	88
ULTRA-SR Challenge: Assessment of Ultrasound Localization and TRacking Algorithms for Super-Resolution Imaging	88
Histo-Genomic Knowledge Association for Cancer Prognosis From Histopathology Whole Slide Images	87
EviVLM: When Evidential Learning Meets Vision Language Model for Medical Image Segmentation	86
CT Diagnostic Mode-Oriented and Cross Difficulty-Aware Network for Pulmonary Embolism Segmentation	86
Dual Polarization Modality Fusion Network for Assisting Pathological Diagnosis	82
Online Teaching: Distilling Decomposed Multimodal Knowledge for Breast Cancer Biomarker Prediction	82
Diffusion Models for Counterfactual Generation and Anomaly Detection in Brain Images	82
Efficient Large-Deformation Medical Image Registration via Recurrent Dynamic Correlation	82
Phase Aberration Correction for In Vivo Ultrasound Localization Microscopy Using a Spatiotemporal Complex-Valued Neural Network	81
Attention-Aware Non-Rigid Image Registration for Accelerated MR Imaging	80
Encoder-Decoder Contrast for Unsupervised Anomaly Detection in Medical Images	79
DEQ-MPI: A Deep Equilibrium Reconstruction With Learned Consistency for Magnetic Particle Imaging	77
AAU-Net: An Adaptive Attention U-Net for Breast Lesions Segmentation in Ultrasound Images	77
Decouple, Reorganize, and Fuse: A Multimodal Framework for Cancer Survival Prediction	77
Masked Deformation Modeling for Volumetric Brain MRI Self-Supervised Pre-Training	77
Optical Co-Registration Method of Triaxial OPM-MEG and MRI	76
Parameterized Gompertz-Guided Morphological AutoEncoder for Predicting Pulmonary Nodule Growth	75
Magnetic Resonance Electrical Properties Tomography Based on Modified Physics- Informed Neural Network and Multiconstraints	73
JustRAIGS: Justified Referral in AI Glaucoma Screening Challenge	72
Spach Transformer: Spatial and Channel-Wise Transformer Based on Local and Global Self-Attentions for PET Image Denoising	72
Multi-Modal Tumor Segmentation With Deformable Aggregation and Uncertain Region Inpainting	72
Split Ring Resonator Topology Based Microwave Induced Thermoacoustic Imaging (SRR-MTAI)	72
A Local and Global Feature Disentangled Network: Toward Classification of Benign-Malignant Thyroid Nodules From Ultrasound Image	72
Assessing the Capacity of a Denoising Diffusion Probabilistic Model to Reproduce Spatial Context	71