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IEEE Transactions on Medical Imaging, Volume 44
Volume 44, Number 1, January 2025
- Yue Zhang
, Chengtao Peng
Unified Multi-Modal Image Synthesis for Missing Modality Imputation. 4-18 - Jun Li
Ultrasound Report Generation With Cross-Modality Feature Alignment via Unsupervised Guidance. 19-30 - Dwarikanath Mahapatra
Multi-Label Generalized Zero Shot Chest X-Ray Classification by Combining Image-Text Information With Feature Disentanglement. 31-43 - Qingjie Zeng
Consistency-Guided Differential Decoding for Enhancing Semi-Supervised Medical Image Segmentation. 44-56 - Chi Wen
Concept-Based Lesion Aware Transformer for Interpretable Retinal Disease Diagnosis. 57-68 - Huabing Liu
Transferring Adult-Like Phase Images for Robust Multi-View Isointense Infant Brain Segmentation. 69-78 - Jiaxuan Liu
An End-to-End Geometry-Based Pipeline for Automatic Preoperative Surgical Planning of Pelvic Fracture Reduction and Fixation. 79-91 - Shiyu Deng
Unsupervised Domain Adaptation for EM Image Denoising With Invertible Networks. 92-105 - Ruoyou Wu
Generalizable Reconstruction for Accelerating MR Imaging via Federated Learning With Neural Architecture Search. 106-117 - Yiwen Ye
CADS: A Self-Supervised Learner via Cross-Modal Alignment and Deep Self-Distillation for CT Volume Segmentation. 118-129 - Haomin Chen
Interpretable Severity Scoring of Pelvic Trauma Through Automated Fracture Detection and Bayesian Inference. 130-141 - Houliang Zhou
Multi-Modal Diagnosis of Alzheimer's Disease Using Interpretable Graph Convolutional Networks. 142-153 - Quan Quan
IGU-Aug: Information-Guided Unsupervised Augmentation and Pixel-Wise Contrastive Learning for Medical Image Analysis. 154-164 - Boah Kim
OTMorph: Unsupervised Multi-Domain Abdominal Medical Image Registration Using Neural Optimal Transport. 165-179 - Zhenghua Xu
Self-Supervised Medical Image Segmentation Using Deep Reinforced Adaptive Masking. 180-193 - Doanh C. Bui
Spatially-Constrained and -Unconstrained Bi-Graph Interaction Network for Multi-Organ Pathology Image Classification. 194-206 - Ming Chen
Orthogonal Mixed-Effects Modeling for High-Dimensional Longitudinal Data: An Unsupervised Learning Approach. 207-220 - Philip Müller
Weakly Supervised Object Detection in Chest X-Rays With Differentiable ROI Proposal Networks and Soft ROI Pooling. 221-231 - Md. Hadiur Rahman Khan
A Novel Poroelastography Method for High-Quality Estimation of Lateral Strain, Solid Stress, and Fluid Pressure In Vivo. 232-243 - Lei Zhou
Prototype Learning Guided Hybrid Network for Breast Tumor Segmentation in DCE-MRI. 244-258 - Xiaoyu Yang
Segmentation and Vascular Vectorization for Coronary Artery by Geometry-Based Cascaded Neural Network. 259-269 - Cagan Alkan
AutoSamp: Autoencoding k-Space Sampling via Variational Information Maximization for 3D MRI. 270-283 - Yikun Zhang
2V-CBCT: Two-Orthogonal-Projection Based CBCT Reconstruction and Dose Calculation for Radiation Therapy Using Real Projection Data. 284-296 - Jingke Zhang
Enhancing Row-Column Array (RCA)-Based 3D Ultrasound Vascular Imaging With Spatial-Temporal Similarity Weighting. 297-309 - Jun Gao
Boosting Your Context by Dual Similarity Checkup for In-Context Learning Medical Image Segmentation. 310-319 - Jing Xu
RemixFormer++: A Multi-Modal Transformer Model for Precision Skin Tumor Differential Diagnosis With Memory-Efficient Attention. 320-337 - Mengliang Zhang
A New Benchmark: Clinical Uncertainty and Severity Aware Labeled Chest X-Ray Images With Multi-Relationship Graph Learning. 338-347 - Siyuan Yan
Prompt-Driven Latent Domain Generalization for Medical Image Classification. 348-360 - Jialun Pei
S²Former-OR: Single-Stage Bi-Modal Transformer for Scene Graph Generation in OR. 361-372 - Yidan Feng, Sen Deng, Jun Lyu, Jing Cai, Mingqiang Wei, Jing Qin:
Bridging MRI Cross-Modality Synthesis and Multi-Contrast Super-Resolution by Fine-Grained Difference Learning. 373-383 - M. M. Amaan Valiuddin
Investigating and Improving Latent Density Segmentation Models for Aleatoric Uncertainty Quantification in Medical Imaging. 384-395 - Oscar Dabrowski
SISMIK for Brain MRI: Deep-Learning-Based Motion Estimation and Model-Based Motion Correction in k-Space. 396-408 - Philip Chikontwe
FR-MIL: Distribution Re-Calibration-Based Multiple Instance Learning With Transformer for Whole Slide Image Classification. 409-421 - Zhongyu Chen
Moment-Consistent Contrastive CycleGAN for Cross-Domain Pancreatic Image Segmentation. 422-435 - Qiang Liu
Optimized Excitation in Microwave-Induced Thermoacoustic Imaging for Artifact Suppression. 436-446 - Xingyue Wei
Unsupervised Non-Rigid Histological Image Registration Guided by Keypoint Correspondences Based on Learnable Deep Features With Iterative Training. 447-461 - Kunming Tang, Zhiguo Jiang
Self-Supervised Representation Distribution Learning for Reliable Data Augmentation in Histopathology WSI Classification. 462-474 - Youyong Kong
Multi-Scale Spatial-Temporal Attention Networks for Functional Connectome Classification. 475-488 - Wenhao Huang, Haifan Gong
BCNet: Bronchus Classification via Structure Guided Representation Learning. 489-498 - Sunggu Kyung
Generative Adversarial Network With Robust Discriminator Through Multi-Task Learning for Low-Dose CT Denoising. 499-518 - Che Liu
IMITATE: Clinical Prior Guided Hierarchical Vision-Language Pre-Training. 519-529 - Sen Wang
Emulating Low-Dose PCCT Image Pairs With Independent Noise for Self-Supervised Spectral Image Denoising. 530-542 - Chunlun Xiao, Anqi Zhu, Chunmei Xia, Zifeng Qiu, Yuanlin Liu, Cheng Zhao, Weiwei Ren, Lifan Wang, Lei Dong, Tianfu Wang
Attention-Guided Learning With Feature Reconstruction for Skin Lesion Diagnosis Using Clinical and Ultrasound Images. 543-555 - Kasra Borazjani
Multi-Modal Federated Learning for Cancer Staging Over Non-IID Datasets With Unbalanced Modalities. 556-573 - Rui Feng, Jingwen Yang, Hao Huang, Zelin Chen, Ruiyan Feng, N. U. Farrukh Hameed, Xudong Zhang
Spatiotemporal Microstate Dynamics of Spike-Free Scalp EEG Offer a Potential Biomarker for Refractory Temporal Lobe Epilepsy. 574-587 - Renao Yan
Shapley Values-Enabled Progressive Pseudo Bag Augmentation for Whole-Slide Image Classification. 588-597
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