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ORCIDIEEE Transactions on Medical Imaging, Volume 44
Volume 44, Number 1, January 2025
- Yue Zhang
, Chengtao Peng, Qiuli Wang, Dan Song, Kaiyan Li, S. Kevin Zhou:
Unified Multi-Modal Image Synthesis for Missing Modality Imputation. 4-18 - Jun Li, Tongkun Su, Baoliang Zhao, Faqin Lv, Qiong Wang, Nassir Navab, Ying Hu, Zhongliang Jiang:
Ultrasound Report Generation With Cross-Modality Feature Alignment via Unsupervised Guidance. 19-30 - Dwarikanath Mahapatra, Antonio Jimeno-Yepes, Behzad Bozorgtabar, Sudipta Roy, Zongyuan Ge, Mauricio Reyes:
Multi-Label Generalized Zero Shot Chest X-Ray Classification by Combining Image-Text Information With Feature Disentanglement. 31-43 - Qingjie Zeng, Yutong Xie, Zilin Lu, Mengkang Lu, Jingfeng Zhang, Yong Xia:
Consistency-Guided Differential Decoding for Enhancing Semi-Supervised Medical Image Segmentation. 44-56 - Chi Wen, Mang Ye, He Li, Ting Chen, Xuan Xiao:
Concept-Based Lesion Aware Transformer for Interpretable Retinal Disease Diagnosis. 57-68 - Huabing Liu, Jiawei Huang, Dengqiang Jia, Qian Wang, Jun Xu, Dinggang Shen:
Transferring Adult-Like Phase Images for Robust Multi-View Isointense Infant Brain Segmentation. 69-78 - Jiaxuan Liu, Haitao Li, Bolun Zeng, Huixiang Wang, Ron Kikinis, Leo Joskowicz, Xiaojun Chen:
An End-to-End Geometry-Based Pipeline for Automatic Preoperative Surgical Planning of Pelvic Fracture Reduction and Fixation. 79-91 - Shiyu Deng, Yinda Chen, Wei Huang, Ruobing Zhang, Zhiwei Xiong:
Unsupervised Domain Adaptation for EM Image Denoising With Invertible Networks. 92-105 - Ruoyou Wu, Cheng Li, Juan Zou, Xinfeng Liu, Hairong Zheng, Shanshan Wang:
Generalizable Reconstruction for Accelerating MR Imaging via Federated Learning With Neural Architecture Search. 106-117 - Yiwen Ye, Jianpeng Zhang, Ziyang Chen, Yong Xia:
CADS: A Self-Supervised Learner via Cross-Modal Alignment and Deep Self-Distillation for CT Volume Segmentation. 118-129 - Haomin Chen, David Dreizin, Catalina Gomez, Anna Zapaishchykova, Mathias Unberath:
Interpretable Severity Scoring of Pelvic Trauma Through Automated Fracture Detection and Bayesian Inference. 130-141 - Houliang Zhou, Lifang He, Brian Y. Chen, Li Shen, Yu Zhang:
Multi-Modal Diagnosis of Alzheimer's Disease Using Interpretable Graph Convolutional Networks. 142-153 - Quan Quan, Qingsong Yao, Heqin Zhu, S. Kevin Zhou:
IGU-Aug: Information-Guided Unsupervised Augmentation and Pixel-Wise Contrastive Learning for Medical Image Analysis. 154-164 - Boah Kim, Yan Zhuang, Tejas Sudharshan Mathai, Ronald M. Summers:
OTMorph: Unsupervised Multi-Domain Abdominal Medical Image Registration Using Neural Optimal Transport. 165-179 - Zhenghua Xu, Yunxin Liu, Gang Xu, Thomas Lukasiewicz:
Self-Supervised Medical Image Segmentation Using Deep Reinforced Adaptive Masking. 180-193 - Doanh C. Bui, Boram Song, Kyungeun Kim, Jin Tae Kwak:
Spatially-Constrained and -Unconstrained Bi-Graph Interaction Network for Multi-Organ Pathology Image Classification. 194-206 - Ming Chen, Yijun Bian, Nanguang Chen, Anqi Qiu:
Orthogonal Mixed-Effects Modeling for High-Dimensional Longitudinal Data: An Unsupervised Learning Approach. 207-220 - Philip Müller, Felix Meissen, Georgios Kaissis, Daniel Rueckert:
Weakly Supervised Object Detection in Chest X-Rays With Differentiable ROI Proposal Networks and Soft ROI Pooling. 221-231 - Md. Hadiur Rahman Khan, Raffaella Righetti:
A Novel Poroelastography Method for High-Quality Estimation of Lateral Strain, Solid Stress, and Fluid Pressure In Vivo. 232-243 - Lei Zhou, Yuzhong Zhang, Jiadong Zhang, Xuejun Qian, Chen Gong, Kun Sun, Zhongxiang Ding, Xing Wang, Zhenhui Li, Zaiyi Liu, Dinggang Shen:
Prototype Learning Guided Hybrid Network for Breast Tumor Segmentation in DCE-MRI. 244-258 - Xiaoyu Yang, Lijian Xu, Simon C. H. Yu, Qing Xia, Hongsheng Li, Shaoting Zhang:
Segmentation and Vascular Vectorization for Coronary Artery by Geometry-Based Cascaded Neural Network. 259-269 - Cagan Alkan, Morteza Mardani, Congyu Liao, Zhitao Li, Shreyas S. Vasanawala, John M. Pauly:
AutoSamp: Autoencoding k-Space Sampling via Variational Information Maximization for 3D MRI. 270-283 - Yikun Zhang, Dianlin Hu, Wangyao Li, Weijie Zhang, Gaoyu Chen, Ronald C. Chen, Yang Chen, Hao Gao:
2V-CBCT: Two-Orthogonal-Projection Based CBCT Reconstruction and Dose Calculation for Radiation Therapy Using Real Projection Data. 284-296 - Jingke Zhang, Chengwu Huang, U-Wai Lok, Zhijie Dong, Hui Liu, Ping Gong, Pengfei Song, Shigao Chen:
Enhancing Row-Column Array (RCA)-Based 3D Ultrasound Vascular Imaging With Spatial-Temporal Similarity Weighting. 297-309 - Jun Gao, Qicheng Lao, Qingbo Kang, Paul Liu, Chenlin Du, Kang Li, Le Zhang:
Boosting Your Context by Dual Similarity Checkup for In-Context Learning Medical Image Segmentation. 310-319 - Jing Xu, Kai Huang, Lianzhen Zhong, Yuan Gao, Kai Sun, Wei Liu, Yanjie Zhou, Wenchao Guo, Yuan Guo, Yuanqiang Zou, Yuping Duan, Le Lu, Yu Wang, Xiang Chen, Shuang Zhao:
RemixFormer++: A Multi-Modal Transformer Model for Precision Skin Tumor Differential Diagnosis With Memory-Efficient Attention. 320-337 - Mengliang Zhang, Xinyue Hu, Lin Gu, Liangchen Liu, Kazuma Kobayashi, Tatsuya Harada, Yan Yan, Ronald M. Summers, Yingying Zhu:
A New Benchmark: Clinical Uncertainty and Severity Aware Labeled Chest X-Ray Images With Multi-Relationship Graph Learning. 338-347 - Siyuan Yan, Zhen Yu, Chi Liu, Lie Ju, Dwarikanath Mahapatra, Brigid Betz-Stablein, Victoria Mar, Monika Janda, H. Peter Soyer, Zongyuan Ge:
Prompt-Driven Latent Domain Generalization for Medical Image Classification. 348-360 - Jialun Pei, Diandian Guo, Jingyang Zhang, Manxi Lin, Yueming Jin, Pheng-Ann Heng:
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, Christiaan G. A. Viviers, Ruud J. G. van Sloun, Peter H. N. de With, Fons van der Sommen:
Investigating and Improving Latent Density Segmentation Models for Aleatoric Uncertainty Quantification in Medical Imaging. 384-395 - Oscar Dabrowski, Jean-Luc Falcone, Antoine Klauser, Julien Songeon, Michel Kocher, Bastien Chopard, François Lazeyras, Sébastien Courvoisier:
SISMIK for Brain MRI: Deep-Learning-Based Motion Estimation and Model-Based Motion Correction in k-Space. 396-408 - Philip Chikontwe, Meejeong Kim, Jaehoon Jeong, Hyun Jung Sung, Heounjeong Go, Soo Jeong Nam, Sang Hyun Park:
FR-MIL: Distribution Re-Calibration-Based Multiple Instance Learning With Transformer for Whole Slide Image Classification. 409-421 - Zhongyu Chen, Yun Bian, Erwei Shen, Ligang Fan, Weifang Zhu, Fei Shi, Chengwei Shao, Xinjian Chen, Dehui Xiang:
Moment-Consistent Contrastive CycleGAN for Cross-Domain Pancreatic Image Segmentation. 422-435 - Qiang Liu, Weian Chao, Ruyi Wen, Yubin Gong, Lei Xi:
Optimized Excitation in Microwave-Induced Thermoacoustic Imaging for Artifact Suppression. 436-446 - Xingyue Wei, Lin Ge, Lijie Huang, Jianwen Luo, Yan Xu:
Unsupervised Non-Rigid Histological Image Registration Guided by Keypoint Correspondences Based on Learnable Deep Features With Iterative Training. 447-461 - Kunming Tang, Zhiguo Jiang, Kun Wu, Jun Shi, Fengying Xie, Wei Wang, Haibo Wu, Yushan Zheng:
Self-Supervised Representation Distribution Learning for Reliable Data Augmentation in Histopathology WSI Classification. 462-474 - Youyong Kong, Xiaotong Zhang, Wenhan Wang, Yue Zhou, Yueying Li, Yonggui Yuan:
Multi-Scale Spatial-Temporal Attention Networks for Functional Connectome Classification. 475-488 - Wenhao Huang, Haifan Gong, Huan Zhang, Yu Wang, Xiang Wan, Guanbin Li, Haofeng Li, Hong Shen:
BCNet: Bronchus Classification via Structure Guided Representation Learning. 489-498 - Sunggu Kyung, JongJun Won, Seongyong Pak, Sunwoo Kim, Sangyoon Lee, Kanggil Park, Gil-Sun Hong, Namkug Kim:
Generative Adversarial Network With Robust Discriminator Through Multi-Task Learning for Low-Dose CT Denoising. 499-518 - Che Liu, Sibo Cheng, Miaojing Shi, Anand Shah, Wenjia Bai, Rossella Arcucci:
IMITATE: Clinical Prior Guided Hierarchical Vision-Language Pre-Training. 519-529 - Sen Wang, Yirong Yang, Grant M. Stevens, Zhye Yin, Adam S. 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, Lehang Guo, Baiying Lei:
Attention-Guided Learning With Feature Reconstruction for Skin Lesion Diagnosis Using Clinical and Ultrasound Images. 543-555 - Kasra Borazjani, Naji Khosravan, Leslie Ying, Seyyedali Hosseinalipour:
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, Jie Hu, Liang Chen, Shuo Lu:
Spatiotemporal Microstate Dynamics of Spike-Free Scalp EEG Offer a Potential Biomarker for Refractory Temporal Lobe Epilepsy. 574-587 - Renao Yan, Qiehe Sun, Cheng Jin, Yiqing Liu, Yonghong He, Tian Guan, Hao Chen:
Shapley Values-Enabled Progressive Pseudo Bag Augmentation for Whole-Slide Image Classification. 588-597
Volume 44, Number 2, February 2025
- Jianning Chi, Zhiyi Sun, Liuyi Meng, Siqi Wang, Xiaosheng Yu, Xiaolin Wei, Bin Yang:
Low-Dose CT Image Super-Resolution With Noise Suppression Based on Prior Degradation Estimator and Self-Guidance Mechanism. 601-617 - Vishnuvardhan Purma, Suhas Srinath, Seshan Srirangarajan, Aanchal Kakkar, A. P. Prathosh:
GenSelfDiff-HIS: Generative Self-Supervision Using Diffusion for Histopathological Image Segmentation. 618-631 - Ziyu Li, Karla L. Miller, Xi Chen, Mark Chiew, Wenchuan Wu:
Self-Navigated 3D Diffusion MRI Using an Optimized CAIPI Sampling and Structured Low-Rank Reconstruction Estimated Navigator. 632-644 - Yilin Luo, Hsuan-Kai Huang, Karteekeya Sastry, Peng Hu, Xin Tong, Joseph Kuo, Yousuf Abo Rahama, Shuai Na, Umberto Villa, Mark A. Anastasio, Lihong V. Wang:
Full-Wave Image Reconstruction in Transcranial Photoacoustic Computed Tomography Using a Finite Element Method. 645-655 - Huajun Zhou, Fengtao Zhou, Hao Chen:
Cohort-Individual Cooperative Learning for Multimodal Cancer Survival Analysis. 656-667 - Zefan Lin, Guotao Quan, Haixian Qu, Yanfeng Du, Jun Zhao:
LOQUAT: Low-Rank Quaternion Reconstruction for Photon-Counting CT. 668-684 - Yikun Jiang, Yuru Pei, Tianmin Xu, Xiaoru Yuan, Hongbin Zha:
Toward Semantically-Consistent Deformable 2D-3D Registration for 3D Craniofacial Structure Estimation From a Single-View Lateral Cephalometric Radiograph. 685-697 - Alexis Leconte, Jonathan Porée, Brice Rauby, Alice Wu, Nin Ghigo, Paul Xing, Stephen A. Lee, Chloé Bourquin, Gerardo Ramos-Palacios, Abbas F. Sadikot, Jean Provost:
A Tracking Prior to Localization Workflow for Ultrasound Localization Microscopy. 698-710 - Zheng Yue, Jiayao Jiang, Wenguang Hou, Quan Zhou, John David Spence, Aaron Fenster, Wu Qiu, Mingyue Ding:
Prior-Knowledge Embedded U-Net-Based Fully Automatic Vessel Wall Volume Measurement of the Carotid Artery in 3D Ultrasound Image. 711-727 - Jinil Park, Taehoon Shin, Jang-Yeon Park:
Three-Dimensional Variable Slab-Selective Projection Acquisition Imaging. 728-737 - Hanna Siebert, Christoph Großbröhmer, Lasse Hansen, Mattias P. Heinrich:
ConvexAdam: Self-Configuring Dual-Optimization-Based 3D Multitask Medical Image Registration. 738-748 - Yirui Zhang, Yanni Zou, Peter X. Liu:
Point Cloud Registration in Laparoscopic Liver Surgery Using Keypoint Correspondence Registration Network. 749-760 - Wendong Huang, Jinwu Hu, Junhao Xiao, Yang Wei, Xiuli Bi, Bin Xiao:
Prototype-Guided Graph Reasoning Network for Few-Shot Medical Image Segmentation. 761-773 - Yiyang Lin, Yifeng Wang, Zijie Fang, Zexin Li, Xianchao Guan, Danling Jiang, Yongbing Zhang:
A Multi-Perspective Self-Supervised Generative Adversarial Network for FS to FFPE Stain Transfer. 774-788 - Junhu Fu, Ke Chen, Qi Dou, Yun Gao, Yiping He, Pinghong Zhou, Shengli Lin, Yuanyuan Wang, Yi Guo:
IPNet: An Interpretable Network With Progressive Loss for Whole-Stage Colorectal Disease Diagnosis. 789-800 - Shicheng Xu, Wei Li, Zuoyong Li, Tiesong Zhao, Bob Zhang:
Facing Differences of Similarity: Intra- and Inter-Correlation Unsupervised Learning for Chest X-Ray Anomaly Detection. 801-814 - Zhi Chen, Yongguo Liu, Yun Zhang, Jiajing Zhu, Qiaoqin Li, Xindong Wu:
Enhanced Multimodal Low-Rank Embedding-Based Feature Selection Model for Multimodal Alzheimer's Disease Diagnosis. 815-827 - Wen Li, Fuzhi Cao, Nan An, Wenli Wang, Chunhui Wang, Weinan Xu, Yang Gao, Xiaolin Ning:
Source Extent Estimation in OPM-MEG: A Two-Stage Champagne Approach. 828-840 - Guanghui Yue, Lixin Zhang, Jingfeng Du, Tianwei Zhou, Wei Zhou, Weisi Lin:
Subjective and Objective Quality Assessment of Colonoscopy Videos. 841-854 - Jianpo Su, Bo Wang, Zhipeng Fan, Yifan Zhang, Ling-Li Zeng, Hui Shen, Dewen Hu:
M₂DC: A Meta-Learning Framework for Generalizable Diagnostic Classification of Major Depressive Disorder. 855-867 - Jiaming Xie, Qing Zhang, Zhiming Cui, Chong Ma, Yan Zhou, Wenping Wang, Dinggang Shen:
Integrating Eye Tracking With Grouped Fusion Networks for Semantic Segmentation on Mammogram Images. 868-879 - Karim Kadry, Max L. Olender, Andreas Schuh, Abhishek Karmakar, Kersten Petersen, Michiel Schaap, David Marlevi, Adam UpdePac, Takuya Mizukami, Charles Taylor, Elazer R. Edelman, Farhad Rikhtegar Nezami:
Morphology-Based Non-Rigid Registration of Coronary Computed Tomography and Intravascular Images Through Virtual Catheter Path Optimization. 880-890 - Runshi Zhang, Hao Mo, Junchen Wang, Bimeng Jie, Yang He, Nenghao Jin, Liang Zhu:
UTSRMorph: A Unified Transformer and Superresolution Network for Unsupervised Medical Image Registration. 891-902 - Jingyang Zhang, Jialun Pei, Dunyuan Xu, Yueming Jin, Pheng-Ann Heng:
DC²T: Disentanglement-Guided Consolidation and Consistency Training for Semi-Supervised Cross-Site Continual Segmentation. 903-914 - Seungeun Lee, Seunghwan Lee, Ethan H. Willbrand, Benjamin J. Parker, Silvia A. Bunge, Kevin S. Weiner, Ilwoo Lyu:
Leveraging Input-Level Feature Deformation With Guided-Attention for Sulcal Labeling. 915-926 - Xin You, Junjun He, Jie Yang, Yun Gu:
Learning With Explicit Shape Priors for Medical Image Segmentation. 927-940 - Bin Gao, Aiju Yu, Chen Qiao, Vince D. Calhoun, Julia M. Stephen, Tony W. Wilson, Yu-Ping Wang:
An Explainable Unified Framework of Spatio-Temporal Coupling Learning With Application to Dynamic Brain Functional Connectivity Analysis. 941-951 - Yuyuan Liu, Yu Tian, Chong Wang, Yuanhong Chen, Fengbei Liu, Vasileios Belagiannis, Gustavo Carneiro:
Translation Consistent Semi-Supervised Segmentation for 3D Medical Images. 952-968 - Wen Li, Nan An, Fuzhi Cao, Wenli Wang, Chunhui Wang, Weinan Xu, Yang Gao, Xiaolin Ning:
Source Imaging Method Based on Spatial Smoothing and Edge Sparsity (SISSES) and Its Application to OPM-MEG. 969-981 - Yongjian Wu, Yang Zhou, Jiya Saiyin, Bingzheng Wei, Maode Lai, Jianzhong Shou, Yan Xu:
AttriPrompter: Auto-Prompting With Attribute Semantics for Zero-Shot Nuclei Detection via Visual-Language Pre-Trained Models. 982-993 - Yuqi Tang, Nanchao Wang, Zhijie Dong, Matthew R. Lowerison, Angela del Aguila, Natalie Johnston, Tri Vu, Chenshuo Ma, Yirui Xu, Wei Yang, Pengfei Song, Junjie Yao:
Non-Invasive Deep-Brain Imaging With 3D Integrated Photoacoustic Tomography and Ultrasound Localization Microscopy (3D-PAULM). 994-1004 - Haobo Chen, Yehua Cai, Changyan Wang, Lin Chen, Bo Zhang, Hong Han, Yuqing Guo, Hong Ding, Qi Zhang:
Multi-Organ Foundation Model for Universal Ultrasound Image Segmentation With Task Prompt and Anatomical Prior. 1005-1018 - Zhuo-Xu Cui, Chentao Cao, Yue Wang, Sen Jia, Jing Cheng, Xin Liu, Hairong Zheng, Dong Liang, Yanjie Zhu:
SPIRiT-Diffusion: Self-Consistency Driven Diffusion Model for Accelerated MRI. 1019-1031 - Yanyan Huang, Weiqin Zhao, Yu Fu, Lingting Zhu, Lequan Yu:
Unleash the Power of State Space Model for Whole Slide Image With Local Aware Scanning and Importance Resampling. 1032-1042 - Shengjie Zhang, Xin Shen, Xiang Chen, Ziqi Yu, Bohan Ren, Haibo Yang, Xiao-Yong Zhang, Yuan Zhou:
CQformer: Learning Dynamics Across Slices in Medical Image Segmentation. 1043-1057 - Yanfeng Zhou, Lingrui Li, Chenlong Wang, Le Song, Ge Yang:
GobletNet: Wavelet-Based High-Frequency Fusion Network for Semantic Segmentation of Electron Microscopy Images. 1058-1069 - Qixiang Zhang, Yi Li, Cheng Xue, Haonan Wang, Xiaomeng Li:
GlandSAM: Injecting Morphology Knowledge Into Segment Anything Model for Label-Free Gland Segmentation. 1070-1082 - Zhentao Liu, Yu Fang, Changjian Li, Han Wu, Yuan Liu, Dinggang Shen, Zhiming Cui:
Geometry-Aware Attenuation Learning for Sparse-View CBCT Reconstruction. 1083-1097 - Mareike Thies, Fabian Wagner, Noah Maul, Haijun Yu, Manuela Goldmann, Linda-Sophie Schneider, Mingxuan Gu, Siyuan Mei, Lukas Folle, Alexander Preuhs, Michael Manhart, Andreas K. Maier:
A Gradient-Based Approach to Fast and Accurate Head Motion Compensation in Cone-Beam CT. 1098-1109
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