OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Medical Imaging is 67. 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 2021-04-01 to 2025-04-01.)

Article	Citations
Table of Contents	317
Navigating Through Whole Slide Images With Hierarchy, Multi-Object, and Multi-Scale Data	275
Learnable Prompting SAM-induced Knowledge Distillation for Semi-supervised Medical Image Segmentation	267
Exploring Unbiased Activation Maps for Weakly Supervised Tissue Segmentation of Histopathological Images	195
Dual Interspersion and Flexible Deployment for Few-Shot Medical Image Segmentation	189
IEEE Transactions on Medical Imaging information for authors	188
A CNN Based Software Gradiometer for Electromagnetic Background Noise Reduction in Low Field MRI Applications	171
Deep Generalized Learning Model for PET Image Reconstruction	169
Deep-Learning-Based Metal Artefact Reduction With Unsupervised Domain Adaptation Regularization for Practical CT Images	167
Deep Symmetric Adaptation Network for Cross-Modality Medical Image Segmentation	166
Table of Contents	151
Contrastive Semi-Supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures	150
FedDM: Federated Weakly Supervised Segmentation via Annotation Calibration and Gradient De-Conflicting	132
Dynamic-Guided Spatiotemporal Attention for Echocardiography Video Segmentation	131
Embedding Tasks Into the Latent Space: Cross-Space Consistency for Multi-Dimensional Analysis in Echocardiography	130
Hybrid CNN-Transformer Network With Circular Feature Interaction for Acute Ischemic Stroke Lesion Segmentation on Non-Contrast CT Scans	125
Swin-UMamba†: Adapting Mamba-based vision foundation models for medical image segmentation	124
IMJENSE: Scan-Specific Implicit Representation for Joint Coil Sensitivity and Image Estimation in Parallel MRI	124
Slim UNETR: Scale Hybrid Transformers to Efficient 3D Medical Image Segmentation Under Limited Computational Resources	123
UPL-SFDA: Uncertainty-Aware Pseudo Label Guided Source-Free Domain Adaptation for Medical Image Segmentation	118
High sensitivity photoacoustic imaging by learning from noisy data	118
Multicenter and Multichannel Pooling GCN for Early AD Diagnosis Based on Dual-Modality Fused Brain Network	114
IEEE Nuclear Science Symposium	112
Table of Contents	112
Table of Contents	111

Multi-Label Softmax Networks for Pulmonary Nodule Classification Using Unbalanced and Dependent Categories	107
Unsupervised Tissue Segmentation via Deep Constrained Gaussian Network	105
Semi-Supervised Medical Image Segmentation Using Adversarial Consistency Learning and Dynamic Convolution Network	101
A Novel Spatial Position Prediction Navigation System Makes Surgery More Accurate	100
A Fully Differentiable Framework for 2D/3D Registration and the Projective Spatial Transformers	100
Intraoperative Glioma Grading Using Neural Architecture Search and Multi-Modal Imaging	99
PDBL: Improving Histopathological Tissue Classification With Plug-and-Play Pyramidal Deep-Broad Learning	98
Speckle Denoising of Dynamic Contrast-enhanced Ultrasound using Low-rank Tensor Decomposition	97
Table of Contents	95
Fourier Diffusion Models: A Method to Control MTF and NPS in Score-Based Stochastic Image Generation	95
Table of Contents	91
Table of contents	90
Table of Contents	88
Learned Low-Rank Priors in Dynamic MR Imaging	87
Label Cleaning Multiple Instance Learning: Refining Coarse Annotations on Single Whole-Slide Images	84
Estimation of Stiffness Maps in Deforming Cells Through Optical Flow With Bounded Curvature	83
MRI Super-Resolution With Partial Diffusion Models	83
CoD-MIL: Chain-of-Diagnosis Prompting Multiple Instance Learning for Whole Slide Image Classification	82
Prior Knowledge-Aware Fusion Network for Prediction of Macrovascular Invasion in Hepatocellular Carcinoma	81
FRODO: An In-Depth Analysis of a System to Reject Outlier Samples From a Trained Neural Network	80
Simultaneous Activity and Attenuation Estimation in TOF-PET With TV-Constrained Nonconvex Optimization	80
DeepRegularizer: Rapid Resolution Enhancement of Tomographic Imaging Using Deep Learning	78
Continuous Conversion of CT Kernel Using Switchable CycleGAN With AdaIN	78
Federated Learning of Generative Image Priors for MRI Reconstruction	75
Cross-Image Dependency Modeling for Breast Ultrasound Segmentation	75
X-Ray Dark-Field and Phase Retrieval Without Optics, via the Fokker–Planck Equation	74
MA-SAM: A Multi-atlas Guided SAM Using Pseudo Mask Prompts without Manual Annotation for Spine Image Segmentation	74
Improving Self-Supervised Medical Image Pre-Training by Early Alignment with Human Eye Gaze Information	74
Dynamic Strip Convolution and Adaptive Morphology Perception Plugin for Medical Anatomy Segmentation	73
DenseFormer-MoE: A Dense Transformer Foundation Model with Mixture of Experts for Multi-Task Brain Image Analysis	72
Randomness-Restricted Diffusion Model for Ocular Surface Structure Segmentation	71
Individual Graph Representation Learning for Pediatric Tooth Segmentation From Dental CBCT	71
Table of Contents	71
COSST: Multi-Organ Segmentation With Partially Labeled Datasets Using Comprehensive Supervisions and Self-Training	70
Unsupervised Cross-Modality Adaptation via Dual Structural-Oriented Guidance for 3D Medical Image Segmentation	70
Lung Nodule Segmentation and Uncertain Region Prediction With an Uncertainty-Aware Attention Mechanism	70
SGT++: Improved Scene Graph-Guided Transformer for Surgical Report Generation	69
Multi-Instance Multi-Task Learning for Joint Clinical Outcome and Genomic Profile Predictions From the Histopathological Images	68
Federated Cycling (FedCy): Semi-Supervised Federated Learning of Surgical Phases	67
Multi-Task Learning for Motion Analysis and Segmentation in 3D Echocardiography	67
Table of Contents	67
IEEE Nuclear Science Symposium	67