IEEE Transactions on Medical Imaging

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 2021-09-01 to 2025-09-01.)
ArticleCitations
Manifold Regularizer for High-Resolution fMRI Joint Reconstruction and Dynamic Quantification376
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The CathEye: A Forward-Looking Ultrasound Catheter for Image-Guided Cardiovascular Procedures235
Improving Self-Supervised Medical Image Pre-Training by Early Alignment with Human Eye Gaze Information214
Volumetric Fetal Flow Imaging With Magnetic Resonance Imaging194
Towards Synchronous Memorizability and Generalizability with Site-Modulated Diffusion Replay for Cross-Site Continual Segmentation189
Echocardiography Video Segmentation via Neighborhood Correlation Mining176
I³Net: Inter-Intra-Slice Interpolation Network for Medical Slice Synthesis172
Robust Vascular Segmentation for Raw Complex Images of Laser Speckle Contrast Based on Weakly Supervised Learning172
Fourier Diffusion Models: A Method to Control MTF and NPS in Score-Based Stochastic Image Generation170
Optimizing Full 3D SPARKLING Trajectories for High-Resolution Magnetic Resonance Imaging156
Investigating and Improving Latent Density Segmentation Models for Aleatoric Uncertainty Quantification in Medical Imaging152
FONT-SIR: Fourth-Order Nonlocal Tensor Decomposition Model for Spectral CT Image Reconstruction149
Embedding Tasks Into the Latent Space: Cross-Space Consistency for Multi-Dimensional Analysis in Echocardiography148
A Trust-Guided Approach to MR Image Reconstruction with Side Information147
Translation Consistent Semi-Supervised Segmentation for 3D Medical Images145
SarAdapter: Prioritizing Attention on Semantic-Aware Representative Tokens for Enhanced Medical Image Segmentation145
COSST: Multi-Organ Segmentation With Partially Labeled Datasets Using Comprehensive Supervisions and Self-Training143
Multimodal MRI Reconstruction Assisted With Spatial Alignment Network142
Continuous Conversion of CT Kernel Using Switchable CycleGAN With AdaIN139
Uncertainty Estimation for Heatmap-Based Landmark Localization138
Prior Knowledge-Aware Fusion Network for Prediction of Macrovascular Invasion in Hepatocellular Carcinoma135
A Fully Differentiable Framework for 2D/3D Registration and the Projective Spatial Transformers134
FPL+: Filtered Pseudo Label-Based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation130
Ultra-Widefield OCT Angiography128
Learned Tensor Neural Network Texture Prior for Photon-Counting CT Reconstruction123
Learning Brain Dynamics of Evolving Manifold Functional MRI Data Using Geometric-Attention Neural Network121
Integrating Domain Knowledge Into Deep Networks for Lung Ultrasound With Applications to COVID-19119
Federated Cycling (FedCy): Semi-Supervised Federated Learning of Surgical Phases118
CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer With Modality-Correlated Cross-Attention for Brain Tumor Segmentation117
FRODO: An In-Depth Analysis of a System to Reject Outlier Samples From a Trained Neural Network115
A Riemannian Framework for Structurally Curated Functional Clustering of Brain White Matter Fibers115
A Unified Framework for Generalized Low-Shot Medical Image Segmentation With Scarce Data114
DIFFnet: Diffusion Parameter Mapping Network Generalized for Input Diffusion Gradient Schemes and b-Value106
DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model106
Semi-Supervised Medical Image Segmentation Using Cross-Style Consistency With Shape-Aware and Local Context Constraints104
Patient-by-Patient Deep Transfer Learning for Drug-Response Profiling Using Confocal Fluorescence Microscopy of Pediatric Patient-Derived Tumor-Cell Spheroids102
IEEE Nuclear Science Symposium101
Topicwise Separable Sentence Retrieval for Medical Report Generation100
Masked Deformation Modeling for Volumetric Brain MRI Self-Supervised Pre-Training99
Parameterized Gompertz-Guided Morphological AutoEncoder for Predicting Pulmonary Nodule Growth95
Real-Time 3D Microwave Medical Imaging With Enhanced Variational Born Iterative Method95
Effective Semi-Supervised Medical Image Segmentation With Probabilistic Representations and Prototype Learning93
Points-supervised Fundus Vessel Segmentation via Shape Priors and Contrastive Learning92
3D MedDiffusion: A 3D Medical Latent Diffusion Model for Controllable and High-quality Medical Image Generation92
BCNet: Bronchus Classification via Structure Guided Representation Learning89
ULTRA-SR Challenge: Assessment of Ultrasound Localization and TRacking Algorithms for Super-Resolution Imaging88
CATD: Unified Representation Learning for EEG-to-fMRI Cross-Modal Generation87
Mitigating Data Consistency Induced Discrepancy in Cascaded Diffusion Models for Sparse-View CT Reconstruction85
Ultrasound-Aided Large-Scale Optoacoustic Microscopy for Volumetric Angiography and Oximetry84
Structural Attention Graph Neural Network for Diagnosis and Prediction of COVID-19 Severity83
Eye-Gaze-Guided Vision Transformer for Rectifying Shortcut Learning83
Joint Optimization of k-t Sampling Pattern and Reconstruction of DCE MRI for Pharmacokinetic Parameter Estimation81
Proxy-Bridged Image Reconstruction Network for Anomaly Detection in Medical Images81
Correction for Mechanical Inaccuracies in a Scanning Talbot-Lau Interferometer79
Homotopic Gradients of Generative Density Priors for MR Image Reconstruction79
MR Image Denoising and Super-Resolution Using Regularized Reverse Diffusion78
Attention-Aware Non-Rigid Image Registration for Accelerated MR Imaging76
JustRAIGS: Justified Referral in AI Glaucoma Screening Challenge76
Multitask Deep Learning Reconstruction and Localization of Lesions in Limited Angle Diffuse Optical Tomography76
Learning From Incorrectness: Active Learning With Negative Pre-Training and Curriculum Querying for Histological Tissue Classification76
X-Ray Scatter Estimation Using Deep Splines74
VibNet: Vibration-Boosted Needle Detection in Ultrasound Images74
DSI-Net: Deep Synergistic Interaction Network for Joint Classification and Segmentation With Endoscope Images73
Learning Whole Heart Mesh Generation From Patient Images for Computational Simulations73
Multi-Modal Tumor Segmentation With Deformable Aggregation and Uncertain Region Inpainting73
Cross-Modal Conditioned Reconstruction for Language-Guided Medical Image Segmentation71
MSMFN: An Ultrasound Based Multi-Step Modality Fusion Network for Identifying the Histologic Subtypes of Metastatic Cervical Lymphadenopathy71
AAU-Net: An Adaptive Attention U-Net for Breast Lesions Segmentation in Ultrasound Images71
Histo-Genomic Knowledge Association for Cancer Prognosis From Histopathology Whole Slide Images71
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