OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Medical Imaging is 68. 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 2021-05-01 to 2025-05-01.)

Article	Citations
Investigating and Improving Latent Density Segmentation Models for Aleatoric Uncertainty Quantification in Medical Imaging	329
Manifold Regularizer for High-Resolution fMRI Joint Reconstruction and Dynamic Quantification	291
Optimizing Full 3D SPARKLING Trajectories for High-Resolution Magnetic Resonance Imaging	283
FONT-SIR: Fourth-Order Nonlocal Tensor Decomposition Model for Spectral CT Image Reconstruction	202
Learning Brain Dynamics of Evolving Manifold Functional MRI Data Using Geometric-Attention Neural Network	195
Volumetric Fetal Flow Imaging With Magnetic Resonance Imaging	195
Table of Contents	192
Table of Contents	192
Table of Contents	176
Table of Contents	176
Continuous Conversion of CT Kernel Using Switchable CycleGAN With AdaIN	154
Uncertainty Estimation for Heatmap-Based Landmark Localization	152
A Riemannian Framework for Structurally Curated Functional Clustering of Brain White Matter Fibers	138
Prior Knowledge-Aware Fusion Network for Prediction of Macrovascular Invasion in Hepatocellular Carcinoma	135
The CathEye: A Forward-Looking Ultrasound Catheter for Image-Guided Cardiovascular Procedures	135
Improving Self-Supervised Medical Image Pre-Training by Early Alignment with Human Eye Gaze Information	134
Fourier Diffusion Models: A Method to Control MTF and NPS in Score-Based Stochastic Image Generation	128
A Fully Differentiable Framework for 2D/3D Registration and the Projective Spatial Transformers	127
Integrating Domain Knowledge Into Deep Networks for Lung Ultrasound With Applications to COVID-19	126
COSST: Multi-Organ Segmentation With Partially Labeled Datasets Using Comprehensive Supervisions and Self-Training	126
Robust Vascular Segmentation for Raw Complex Images of Laser Speckle Contrast Based on Weakly Supervised Learning	122
DIFFnet: Diffusion Parameter Mapping Network Generalized for Input Diffusion Gradient Schemes and b-Value	119
Towards Synchronous Memorizability and Generalizability with Site-Modulated Diffusion Replay for Cross-Site Continual Segmentation	118
DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model	118
Translation Consistent Semi-Supervised Segmentation for 3D Medical Images	111

FPL+: Filtered Pseudo Label-Based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation	109
Learned Tensor Neural Network Texture Prior for Photon-Counting CT Reconstruction	107
Federated Cycling (FedCy): Semi-Supervised Federated Learning of Surgical Phases	107
DeepRegularizer: Rapid Resolution Enhancement of Tomographic Imaging Using Deep Learning	105
FRODO: An In-Depth Analysis of a System to Reject Outlier Samples From a Trained Neural Network	103
A Unified Framework for Generalized Low-Shot Medical Image Segmentation With Scarce Data	103
Ultra-Widefield OCT Angiography	100
Semi-Supervised Medical Image Segmentation Using Cross-Style Consistency With Shape-Aware and Local Context Constraints	100
I³Net: Inter-Intra-Slice Interpolation Network for Medical Slice Synthesis	97
CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer With Modality-Correlated Cross-Attention for Brain Tumor Segmentation	96
Embedding Tasks Into the Latent Space: Cross-Space Consistency for Multi-Dimensional Analysis in Echocardiography	96
Patient-by-Patient Deep Transfer Learning for Drug-Response Profiling Using Confocal Fluorescence Microscopy of Pediatric Patient-Derived Tumor-Cell Spheroids	95
Multimodal MRI Reconstruction Assisted With Spatial Alignment Network	95
Attention-Aware Non-Rigid Image Registration for Accelerated MR Imaging	89
Topicwise Separable Sentence Retrieval for Medical Report Generation	86
IEEE Nuclear Science Symposium	86
Masked Deformation Modeling for Volumetric Brain MRI Self-Supervised Pre-Training	85
DEQ-MPI: A Deep Equilibrium Reconstruction With Learned Consistency for Magnetic Particle Imaging	84
Magnetic Resonance Electrical Properties Tomography Based on Modified Physics- Informed Neural Network and Multiconstraints	83
New Theory and Faster Computations for Subspace-Based Sensitivity Map Estimation in Multichannel MRI	82
Multitask Deep Learning Reconstruction and Localization of Lesions in Limited Angle Diffuse Optical Tomography	82
DSI-Net: Deep Synergistic Interaction Network for Joint Classification and Segmentation With Endoscope Images	81
Real-Time 3D Microwave Medical Imaging With Enhanced Variational Born Iterative Method	80
Effective Semi-Supervised Medical Image Segmentation With Probabilistic Representations and Prototype Learning	79
Proxy-Bridged Image Reconstruction Network for Anomaly Detection in Medical Images	79
Parameterized Gompertz-Guided Morphological AutoEncoder for Predicting Pulmonary Nodule Growth	78
Ultrasound-Aided Large-Scale Optoacoustic Microscopy for Volumetric Angiography and Oximetry	78
Learning From Incorrectness: Active Learning With Negative Pre-Training and Curriculum Querying for Histological Tissue Classification	77
Dual Polarization Modality Fusion Network for Assisting Pathological Diagnosis	77
Unsupervised Domain Adaptation for Medical Image Segmentation by Disentanglement Learning and Self-Training	75
ULTRA-SR Challenge: Assessment of Ultrasound Localization and TRacking Algorithms for Super-Resolution Imaging	73
VibNet: Vibration-Boosted Needle Detection in Ultrasound Images	73
Phase Aberration Correction for In Vivo Ultrasound Localization Microscopy Using a Spatiotemporal Complex-Valued Neural Network	72
Multi-Band Brain Network Analysis for Functional Neuroimaging Biomarker Identification	71
MSMFN: An Ultrasound Based Multi-Step Modality Fusion Network for Identifying the Histologic Subtypes of Metastatic Cervical Lymphadenopathy	71
Optical Co-Registration Method of Triaxial OPM-MEG and MRI	71
Structural Attention Graph Neural Network for Diagnosis and Prediction of COVID-19 Severity	70
CATD: Unified Representation Learning for EEG-to-fMRI Cross-Modal Generation	70
Histo-Genomic Knowledge Association For Cancer Prognosis From Histopathology Whole Slide Images	70
OIF-Net: An Optical Flow Registration-Based PET/MR Cross-Modal Interactive Fusion Network for Low-Count Brain PET Image Denoising	69
Correction for Mechanical Inaccuracies in a Scanning Talbot-Lau Interferometer	68
Split Ring Resonator Topology Based Microwave Induced Thermoacoustic Imaging (SRR-MTAI)	68
Learning Whole Heart Mesh Generation From Patient Images for Computational Simulations	68