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 2021-11-01 to 2025-11-01.)

Article	Citations
Table of Contents	411
Table of Contents	392
Manifold Regularizer for High-Resolution fMRI Joint Reconstruction and Dynamic Quantification	342
Table of Contents	307
SarAdapter: Prioritizing Attention on Semantic-Aware Representative Tokens for Enhanced Medical Image Segmentation	297
Table of Contents	242
Robust Vascular Segmentation for Raw Complex Images of Laser Speckle Contrast Based on Weakly Supervised Learning	211
Patient-by-Patient Deep Transfer Learning for Drug-Response Profiling Using Confocal Fluorescence Microscopy of Pediatric Patient-Derived Tumor-Cell Spheroids	205
Uncertainty Estimation for Heatmap-Based Landmark Localization	198
FONT-SIR: Fourth-Order Nonlocal Tensor Decomposition Model for Spectral CT Image Reconstruction	195
DIFFnet: Diffusion Parameter Mapping Network Generalized for Input Diffusion Gradient Schemes and b-Value	178
A Trust-Guided Approach to MR Image Reconstruction with Side Information	177
Volumetric Fetal Flow Imaging With Magnetic Resonance Imaging	170
Improving Self-Supervised Medical Image Pre-Training by Early Alignment With Human Eye Gaze Information	159
I³Net: Inter-Intra-Slice Interpolation Network for Medical Slice Synthesis	157
Learning Brain Dynamics of Evolving Manifold Functional MRI Data Using Geometric-Attention Neural Network	156
Embedding Tasks Into the Latent Space: Cross-Space Consistency for Multi-Dimensional Analysis in Echocardiography	155
Fourier Diffusion Models: A Method to Control MTF and NPS in Score-Based Stochastic Image Generation	155
FRODO: An In-Depth Analysis of a System to Reject Outlier Samples From a Trained Neural Network	153
Investigating and Improving Latent Density Segmentation Models for Aleatoric Uncertainty Quantification in Medical Imaging	153
Echocardiography Video Segmentation via Neighborhood Correlation Mining	152
A Riemannian Framework for Structurally Curated Functional Clustering of Brain White Matter Fibers	151
COSST: Multi-Organ Segmentation With Partially Labeled Datasets Using Comprehensive Supervisions and Self-Training	146
Optimizing Full 3D SPARKLING Trajectories for High-Resolution Magnetic Resonance Imaging	143
Ultra-Widefield OCT Angiography	142

Prior Knowledge-Aware Fusion Network for Prediction of Macrovascular Invasion in Hepatocellular Carcinoma	141
A Fully Differentiable Framework for 2D/3D Registration and the Projective Spatial Transformers	139
Learned Tensor Neural Network Texture Prior for Photon-Counting CT Reconstruction	134
Continuous Conversion of CT Kernel Using Switchable CycleGAN With AdaIN	130
Integrating Domain Knowledge Into Deep Networks for Lung Ultrasound With Applications to COVID-19	129
The CathEye: A Forward-Looking Ultrasound Catheter for Image-Guided Cardiovascular Procedures	129
Multimodal MRI Reconstruction Assisted With Spatial Alignment Network	123
Towards Synchronous Memorizability and Generalizability with Site-Modulated Diffusion Replay for Cross-Site Continual Segmentation	123
Semi-Supervised Medical Image Segmentation Using Cross-Style Consistency With Shape-Aware and Local Context Constraints	118
Federated Cycling (FedCy): Semi-Supervised Federated Learning of Surgical Phases	117
CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer With Modality-Correlated Cross-Attention for Brain Tumor Segmentation	114
Translation Consistent Semi-Supervised Segmentation for 3D Medical Images	107
FPL+: Filtered Pseudo Label-Based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation	104
DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model	102
IEEE Nuclear Science Symposium	101
Magnetic Resonance Electrical Properties Tomography Based on Modified Physics- Informed Neural Network and Multiconstraints	101
Correction for Mechanical Inaccuracies in a Scanning Talbot-Lau Interferometer	97
JustRAIGS: Justified Referral in AI Glaucoma Screening Challenge	97
Diffusion Models for Counterfactual Generation and Anomaly Detection in Brain Images	93
Mitigating Data Consistency Induced Discrepancy in Cascaded Diffusion Models for Sparse-View CT Reconstruction	93
Points-supervised Fundus Vessel Segmentation via Shape Priors and Contrastive Learning	92
BCNet: Bronchus Classification via Structure Guided Representation Learning	92
Parameterized Gompertz-Guided Morphological AutoEncoder for Predicting Pulmonary Nodule Growth	89
Dual Polarization Modality Fusion Network for Assisting Pathological Diagnosis	87
CATD: Unified Representation Learning for EEG-to-fMRI Cross-Modal Generation	84
VibNet: Vibration-Boosted Needle Detection in Ultrasound Images	83
Multitask Deep Learning Reconstruction and Localization of Lesions in Limited Angle Diffuse Optical Tomography	83
Effective Semi-Supervised Medical Image Segmentation With Probabilistic Representations and Prototype Learning	82
Phase Aberration Correction for In Vivo Ultrasound Localization Microscopy Using a Spatiotemporal Complex-Valued Neural Network	82
DSI-Net: Deep Synergistic Interaction Network for Joint Classification and Segmentation With Endoscope Images	82
SD-RetinaNet: Topologically Constrained Semi-Supervised Retinal Lesion and Layer Segmentation in OCT	80
Masked Deformation Modeling for Volumetric Brain MRI Self-Supervised Pre-Training	80
Split Ring Resonator Topology Based Microwave Induced Thermoacoustic Imaging (SRR-MTAI)	79
Learning Whole Heart Mesh Generation From Patient Images for Computational Simulations	79
Attention-Aware Non-Rigid Image Registration for Accelerated MR Imaging	76
Structural Attention Graph Neural Network for Diagnosis and Prediction of COVID-19 Severity	76
EviVLM: When Evidential Learning Meets Vision Language Model for Medical Image Segmentation	76
Joint Optimization of k-t Sampling Pattern and Reconstruction of DCE MRI for Pharmacokinetic Parameter Estimation	76
MSMFN: An Ultrasound Based Multi-Step Modality Fusion Network for Identifying the Histologic Subtypes of Metastatic Cervical Lymphadenopathy	76
Low-Dose CT Denoising via Sinogram Inner-Structure Transformer	75
OIF-Net: An Optical Flow Registration-Based PET/MR Cross-Modal Interactive Fusion Network for Low-Count Brain PET Image Denoising	75
3D MedDiffusion: A 3D Medical Latent Diffusion Model for Controllable and High-quality Medical Image Generation	74
Eye-Gaze-Guided Vision Transformer for Rectifying Shortcut Learning	74
Multi-Band Brain Network Analysis for Functional Neuroimaging Biomarker Identification	73
Learning From Incorrectness: Active Learning With Negative Pre-Training and Curriculum Querying for Histological Tissue Classification	72
Spach Transformer: Spatial and Channel-Wise Transformer Based on Local and Global Self-Attentions for PET Image Denoising	72
Optical Co-Registration Method of Triaxial OPM-MEG and MRI	71