IEEE Transactions on Medical Imaging

Title Publication Date Language Citations
Semi-Supervised Representation Learning for Segmentation on Medical Volumes and Sequences2023/12/01
An Anatomy- and Topology-Preserving Framework for Coronary Artery Segmentation2024/02/01
Breast Fibroglandular Tissue Segmentation for Automated BPE Quantification With Iterative Cycle-Consistent Semi-Supervised Learning2023/12/01
DDParcel: Deep Learning Anatomical Brain Parcellation From Diffusion MRI2024/03/01
Prediction of Myopia Eye Axial Elongation With Orthokeratology Treatment via Dense I2I Based Corneal Topography Change Analysis2024/03/01
A Multi-Graph Cross-Attention-Based Region-Aware Feature Fusion Network Using Multi-Template for Brain Disorder Diagnosis2024/03/01
Wasserstein HOG: Local Directionality Extraction via Optimal Transport2024/03/01
PETS-Nets: Joint Pose Estimation and Tissue Segmentation of Fetal Brains Using Anatomy-Guided Networks2024/03/01
Training With Uncertain Annotations for Semantic Segmentation of Basal Cell Carcinoma From Full-Field OCT Images2024/03/01
Deep Learning for Retrospective Motion Correction in MRI: A Comprehensive Review2024/02/01
Distinctive Phase Interdependency Model for Retinal Vasculature Delineation in OCT-Angiography Images2024/03/01
A Transformer-Based Knowledge Distillation Network for Cortical Cataract Grading2024/03/01
Pseudo-Data Based Self-Supervised Federated Learning for Classification of Histopathological Images2024/03/01
FoPro-KD: Fourier Prompted Effective Knowledge Distillation for Long-Tailed Medical Image Recognition2024/03/01
Learning Spatio-Temporal Model of Disease Progression With NeuralODEs From Longitudinal Volumetric Data2024/03/01
Moving Beyond Simulation: Data-Driven Quantitative Photoacoustic Imaging Using Tissue-Mimicking Phantoms2024/03/01
HRadNet: A Hierarchical Radiomics-Based Network for Multicenter Breast Cancer Molecular Subtypes Prediction2024/03/01
A Dual-Attention Learning Network With Word and Sentence Embedding for Medical Visual Question Answering2024/02/01
Encoder-Decoder Contrast for Unsupervised Anomaly Detection in Medical Images2024/03/01
Manifold Regularizer for High-Resolution fMRI Joint Reconstruction and Dynamic Quantification2024/01/01
Breast Cancer Classification from Digital Pathology Images via Connectivity-aware Graph Transformer2024/01/01
Mixed Supervision of Histopathology Improves Prostate Cancer Classification from MRI2024/01/01
Towards Accurate Cardiac MRI Segmentation with Variational Autoencoder-Based Unsupervised Domain Adaptation2024/01/01
Harvard Glaucoma Fairness: A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization2024/01/01
Hybrid Neural State-Space Modeling for Supervised and Unsupervised Electrocardiographic Imaging2024/01/01
Quantification of airway structures by persistent homology2024/01/01
Score-based Counterfactual Generation for Interpretable Medical Image Classification and Lesion Localization2024/01/01
A technique to quantify very low activities in regions of interest with a collimatorless detector2024/01/01
3D Single Vessel Fractional Moving Blood Volume (3D-svFMBV): Fully Automated Tissue Perfusion Estimation Using Ultrasound2024/01/01
MP-Net: A Multi-Center Privacy-Preserving Network for Medical Image Segmentation2024/01/01