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ORCIDIEEE Transactions on Medical Imaging, Volume 45
Volume 45, Number 1, January 2026
- Zhaohu Xing
, Tian Ye, Yijun Yang, Du Cai, Baowen Gai, Xiao-Jian Wu, Feng Gao, Lei Zhu:
SegMamba-V2: Long-Range Sequential Modeling Mamba for General 3-D Medical Image Segmentation. 4-15 - Shichen Sun, Yufei Chen, Xiaodong Yue, Chao Ma, Xiahai Zhuang:
REDNet: Reliable Evidential Discounting Network for Multi-Modality Medical Image Segmentation. 16-27 - Haoxuan Che, Haibo Jin, Zhengrui Guo, Yi Lin, Cheng Jin, Hao Chen:
LLM-Driven Medical Report Generation via Communication-Efficient Heterogeneous Federated Learning. 28-39 - Weili Jiang, Yihao Li, Zaiyi Liu, Lin An, Gwenolé Quellec, Chubin Ou:
SarAdapter: Prioritizing Attention on Semantic-Aware Representative Tokens for Enhanced Medical Image Segmentation. 40-52 - Shiao Xie, Liangjun Zhang, Ziwei Niu, Fanfan Ye, Qiaoyong Zhong, Di Xie, Yen-Wei Chen, Lanfen Lin:
EICSeg: Universal Medical Image Segmentation via Explicit In-Context Learning. 53-69 - Panpan Chen, Seonyeong Park, Refik Mert Çam, Hsuan-Kai Huang, Alexander A. Oraevsky, Umberto Villa, Mark A. Anastasio:
Learning a Filtered Backprojection Reconstruction Method for Photoacoustic Computed Tomography With Hemispherical Measurement Geometries. 70-82 - Hassan Nahas, Alfred C. H. Yu:
SUP-Net: Slow-Time Upsampling Network for Aliasing Removal in Doppler Ultrasound. 83-97 - Lingzhi Tang, Zitian Zhang, Jinzhu Yang, Yong Feng, Qisen Wang, Song Sun, Haibo Shao:
Intervention-Based Mixup Augmentation for Multiple Instance Learning in Whole-Slide Image Survival Analysis. 98-111 - Bin Shen, Zhen Gu, Jiale Zhou, Bingyong Yan, Yiquan Fang, Huifeng Wang:
A Deep Learning Multimodal Fusion-Based Method for Cell and Nucleus Segmentation. 112-124 - Peiyuan Guo, Li Zhang, Longchao Men, Jincheng Lu, Yan Xu, Hongxia Yin, Zhenchang Wang, Zhentian Wang:
Analytical Reconstruction of Human-Scale Dark-Field CT. 125-134 - Shaoyu Pei, Renxiong Wu, Shuaichen Lin, Lang Qin, Yuxing Gan, Wenjing Huang, Hao Zheng, Zhixuan Wang, Mohan Qin, Yong Liu, Guangming Ni:
3D Deep-Learning-Based Segmentation of Human Skin Sweat Glands and Their 3D Morphological Response to Temperature Variations. 135-148 - Hongshuo Li, Baikai Ma, Lei Mou, Yonghuai Liu, Qinxiang Zheng, Hong Qi, Yitian Zhao:
Progressive Distillation for Incremental Learning in Corneal Confocal Microscopy Segmentation. 149-161 - Jiayue Li, Ken Y. Foo, Rowan W. Sanderson, Renate Zilkens, Mireille Hardie, Laura Gale, Yen L. Yeow, Celia Green, Farah Abdul-Aziz, Juliana Hamzah, James Stephenson, Ammar Tayaran, Jose Cid Fernandez, Lee Jackson, Synn Lynn Chin, Saud Hamza, Anmol Rijhumal, Christobel M. Saunders, Brendan F. Kennedy:
Visualization of Breast Cancer Using Contrast-Enhanced Optical Coherence Elastography Based on Tissue Heterogeneity. 162-176 - Han Wu, Chong Wang, Zhiming Cui:
Dual Cross-Image Semantic Consistency With Self-Aware Pseudo Labeling for Semi-Supervised Medical Image Segmentation. 177-189 - Arda Atalik, Sumit Chopra, Daniel K. Sodickson:
A Trust-Guided Approach to MR Image Reconstruction With Side Information. 190-205 - Qiuhui Chen, Jintao Wang, Gang Wang, Yi Hong:
HoloDx: Knowledge- and Data-Driven Multimodal Diagnosis of Alzheimer's Disease. 206-219 - Shijie Feng, Liangwei Meng, Junshuai Yan, Tingyu Sun, Zihang Hu, Jinling Lu, Pengcheng Li:
3D-sLSCI: Three-Dimensional Surface Laser Speckle Contrast Imaging of Blood Flow Using Phase-Shifting Profilometry. 220-230 - Marco Morik, Ali Hashemi, Klaus-Robert Müller, Stefan Haufe, Shinichi Nakajima:
Enhancing Brain Source Reconstruction by Initializing 3-D Neural Networks With Physical Inverse Solutions. 231-242 - Xinyu Nie, Yonggang Shi:
A Wasserstein-Space-Based Framework for Processing Fiber Orientation Geometry in Diffusion MRI. 243-256 - Sophie Starck, Vasiliki Sideri-Lampretsa, Bernhard Kainz, Martin J. Menten, Tamara T. Mueller, Daniel Rueckert:
Diff-Def: Diffusion-Generated Deformation Fields for Conditional Atlases. 257-268 - Ying Ying How, Nicole Reyne, Michelle K. Croughan, Patricia Cmielewski, Daniel Batey, Lucy F. Costello, Ronan Smith, Jannis N. Ahlers, Marian Cholewa, Magdalena Kolodziej, Julia Duerr, Marcus A. Mall, Marcus J. Kitchen, Marie-Liesse Asselin-Labat, David M. Paganin, Martin Donnelley, Kaye S. Morgan:
In Vivo 4D X-Ray Dark-Field Lung Imaging in Mice. 269-280 - Zhiqiang Shen, Peng Cao, Qinghua Zhou, Jinzhu Yang, Osmar R. Zaïane:
Collaborative Learning of Augmentation and Disentanglement for Semi-Supervised Domain Generalized Medical Image Segmentation. 281-295 - Danni Peng, Yuan Wang, Kangning Cai, Peiyan Ning, Jiming Xu, Yong Liu, Rick Siow Mong Goh, Qingsong Wei, Huazhu Fu:
Improving Learning of New Diseases Through Knowledge-Enhanced Initialization for Federated Adapter Tuning. 296-307 - Zhe Xu, Cheng Chen, Donghuan Lu, Jinghan Sun, Dong Wei, Yefeng Zheng, Quanzheng Li, Raymond Kai-Yu Tong:
GM-ABS: Promptable Generalist Model Drives Active Barely Supervised Training in Specialist Model for 3D Medical Image Segmentation. 308-319 - Yeganeh Madadi, Hina Raja, Koenraad A. Vermeer, Hans G. Lemij, Xiaoqin Huang, Eunjin Kim, Seunghoon Lee, Gitaek Kwon, Hyunwoo Kim, Jaeyoung Kim, Adrian Galdran, Miguel Ángel González Ballester, Dan Presil, Kristhian Aguilar, Victor Cavalcante, Celso B. Carvalho, Waldir Sabino da Silva Júnior, Mateus Oliveira, Hui Lin, Charilaos Apostolidis, Aggelos K. Katsaggelos, Tomasz Kubrak, Ángela Casado-García, Jónathan Heras, Marcos Ortega, Lucía Ramos, Philippe Zhang, Yihao Li, Jing Zhang, Weili Jiang, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec, Mostafa El Habib Daho, Madukuri Shaurya, Anumeha Varma, Monika Agrawal, Siamak Yousefi:
JustRAIGS: Justified Referral in AI Glaucoma Screening Challenge. 320-335 - Kwang-Hyun Uhm, Hyunjun Cho, Sung-Hoo Hong, Seung-Won Jung:
An Anisotropic Cross-View Texture Transfer With Multi-Reference Non-Local Attention for CT Slice Interpolation. 336-349 - Xiaoyu Zhu, Shiyin Li, Hongliang Bi, Lina Guan, Haiyang Liu, Zhaolin Lu:
Automatic Choroid Segmentation and Thickness Measurement Based on Mixed Attention-Guided Multiscale Feature Fusion Network. 350-363 - Huixiang Zhuang, Yue Guan, Yi Ding, Chang Xu, Zijun Cheng, Yuhao Ma, Ruihao Liu, Ziyu Meng, Li Cao, Yao Li, Zhi-Pei Liang:
Unsupervised Brain Lesion Segmentation Using Posterior Distributions Learned by Subspace-Based Generative Model. 364-378 - Jiazheng Wang, Min Liu, Wenting Shen, Renjie Ding, Yaonan Wang, Erik Meijering:
EPDiff: Erasure Perception Diffusion Model for Unsupervised Anomaly Detection in Preoperative Multimodal Images. 379-390 - Yaozong Gao, Yiran Shu, Mingyang Yu, Yanbo Chen, Jingyu Liu, Shaonan Zhong, Weifang Zhang, Yiqiang Zhan, Xiang Sean Zhou, Xinlu Wang, Meixin Zhao, Dinggang Shen:
Hierarchical Contrastive Learning for Precise Whole-Body Anatomical Localization in PET/CT Imaging. 391-405 - Shuxin Zhuang, Heye Zhang, Dong Liang, Hui Liu, Zhifan Gao:
Adaptive Sequential Bayesian Iterative Learning for Myocardial Motion Estimation on Cardiac Image Sequences. 406-420 - Domagoj Bosnjak, Gian Marco Melito, Richard Schussnig, Katrin Ellermann, Thomas-Peter Fries:
SynthAorta: A 3D Mesh Dataset of Parametrized Physiological Healthy Aortas. 421-430
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