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 2021-12-01 to 2025-12-01.)

Article	Citations
Table of Contents	421
Table of Contents	402
Manifold Regularizer for High-Resolution fMRI Joint Reconstruction and Dynamic Quantification	356
Table of Contents	329
SarAdapter: Prioritizing Attention on Semantic-Aware Representative Tokens for Enhanced Medical Image Segmentation	306
Table of Contents	246
Uncertainty Estimation for Heatmap-Based Landmark Localization	224
Patient-by-Patient Deep Transfer Learning for Drug-Response Profiling Using Confocal Fluorescence Microscopy of Pediatric Patient-Derived Tumor-Cell Spheroids	224
Improving Self-Supervised Medical Image Pre-Training by Early Alignment With Human Eye Gaze Information	218
A Trust-Guided Approach to MR Image Reconstruction with Side Information	184
Ultra-Widefield OCT Angiography	181
Fourier Diffusion Models: A Method to Control MTF and NPS in Score-Based Stochastic Image Generation	174
Investigating and Improving Latent Density Segmentation Models for Aleatoric Uncertainty Quantification in Medical Imaging	166
Learning Brain Dynamics of Evolving Manifold Functional MRI Data Using Geometric-Attention Neural Network	162
Echocardiography Video Segmentation via Neighborhood Correlation Mining	162
Optimizing Full 3D SPARKLING Trajectories for High-Resolution Magnetic Resonance Imaging	161
Volumetric Fetal Flow Imaging With Magnetic Resonance Imaging	160
The CathEye: A Forward-Looking Ultrasound Catheter for Image-Guided Cardiovascular Procedures	159
A Fully Differentiable Framework for 2D/3D Registration and the Projective Spatial Transformers	159
Towards Synchronous Memorizability and Generalizability with Site-Modulated Diffusion Replay for Cross-Site Continual Segmentation	158
A Riemannian Framework for Structurally Curated Functional Clustering of Brain White Matter Fibers	157
FPL+: Filtered Pseudo Label-Based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation	154
DIFFnet: Diffusion Parameter Mapping Network Generalized for Input Diffusion Gradient Schemes and b-Value	149
FONT-SIR: Fourth-Order Nonlocal Tensor Decomposition Model for Spectral CT Image Reconstruction	149
Prior Knowledge-Aware Fusion Network for Prediction of Macrovascular Invasion in Hepatocellular Carcinoma	148

Federated Cycling (FedCy): Semi-Supervised Federated Learning of Surgical Phases	144
Integrating Domain Knowledge Into Deep Networks for Lung Ultrasound With Applications to COVID-19	143
Semi-Supervised Medical Image Segmentation Using Cross-Style Consistency With Shape-Aware and Local Context Constraints	134
DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model	134
Multimodal MRI Reconstruction Assisted With Spatial Alignment Network	133
Translation Consistent Semi-Supervised Segmentation for 3D Medical Images	128
Embedding Tasks Into the Latent Space: Cross-Space Consistency for Multi-Dimensional Analysis in Echocardiography	127
CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer With Modality-Correlated Cross-Attention for Brain Tumor Segmentation	125
FRODO: An In-Depth Analysis of a System to Reject Outlier Samples From a Trained Neural Network	124
COSST: Multi-Organ Segmentation With Partially Labeled Datasets Using Comprehensive Supervisions and Self-Training	122
Learned Tensor Neural Network Texture Prior for Photon-Counting CT Reconstruction	111
I³Net: Inter-Intra-Slice Interpolation Network for Medical Slice Synthesis	111
Robust Vascular Segmentation for Raw Complex Images of Laser Speckle Contrast Based on Weakly Supervised Learning	105
IEEE Nuclear Science Symposium	103
Magnetic Resonance Electrical Properties Tomography Based on Modified Physics- Informed Neural Network and Multiconstraints	102
JustRAIGS: Justified Referral in AI Glaucoma Screening Challenge	100
Points-supervised Fundus Vessel Segmentation via Shape Priors and Contrastive Learning	96
Mitigating Data Consistency Induced Discrepancy in Cascaded Diffusion Models for Sparse-View CT Reconstruction	96
Online Teaching: Distilling Decomposed Multimodal Knowledge for Breast Cancer Biomarker Prediction	95
Real-Time 3D Microwave Medical Imaging With Enhanced Variational Born Iterative Method	93
Learning From Incorrectness: Active Learning With Negative Pre-Training and Curriculum Querying for Histological Tissue Classification	91
Structural Attention Graph Neural Network for Diagnosis and Prediction of COVID-19 Severity	88
Effective Semi-Supervised Medical Image Segmentation With Probabilistic Representations and Prototype Learning	85
MSMFN: An Ultrasound Based Multi-Step Modality Fusion Network for Identifying the Histologic Subtypes of Metastatic Cervical Lymphadenopathy	85
Histo-Genomic Knowledge Association for Cancer Prognosis From Histopathology Whole Slide Images	85
EviVLM: When Evidential Learning Meets Vision Language Model for Medical Image Segmentation	83
Multi-Band Brain Network Analysis for Functional Neuroimaging Biomarker Identification	83
SD-RetinaNet: Topologically Constrained Semi-Supervised Retinal Lesion and Layer Segmentation in OCT	83
Masked Deformation Modeling for Volumetric Brain MRI Self-Supervised Pre-Training	83
Efficient Large-Deformation Medical Image Registration via Recurrent Dynamic Correlation	82
CT Diagnostic Mode-Oriented and Cross Difficulty-Aware Network for Pulmonary Embolism Segmentation	81
Unsupervised High-Order Implicit Neural Representation with Line Attention for Metal Artifact Reduction	80
Topicwise Separable Sentence Retrieval for Medical Report Generation	79
New Theory and Faster Computations for Subspace-Based Sensitivity Map Estimation in Multichannel MRI	79
Optical Co-Registration Method of Triaxial OPM-MEG and MRI	79
DEQ-MPI: A Deep Equilibrium Reconstruction With Learned Consistency for Magnetic Particle Imaging	79
Eye-Gaze-Guided Vision Transformer for Rectifying Shortcut Learning	78
Dual Polarization Modality Fusion Network for Assisting Pathological Diagnosis	77
Encoder-Decoder Contrast for Unsupervised Anomaly Detection in Medical Images	77
A Local and Global Feature Disentangled Network: Toward Classification of Benign-Malignant Thyroid Nodules From Ultrasound Image	77
Split Ring Resonator Topology Based Microwave Induced Thermoacoustic Imaging (SRR-MTAI)	75
Diffusion Models for Counterfactual Generation and Anomaly Detection in Brain Images	75
Homotopic Gradients of Generative Density Priors for MR Image Reconstruction	73
Assessing the Capacity of a Denoising Diffusion Probabilistic Model to Reproduce Spatial Context	73
Proxy-Bridged Image Reconstruction Network for Anomaly Detection in Medical Images	73
Attention-Aware Non-Rigid Image Registration for Accelerated MR Imaging	72
Correction for Mechanical Inaccuracies in a Scanning Talbot-Lau Interferometer	71
CATD: Unified Representation Learning for EEG-to-fMRI Cross-Modal Generation	71
Unsupervised Domain Adaptation for Medical Image Segmentation by Disentanglement Learning and Self-Training	71
ULTRA-SR Challenge: Assessment of Ultrasound Localization and TRacking Algorithms for Super-Resolution Imaging	71