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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
Volume 44, Number 3, March 2025
- Ge Wang:
Editorial Flagship Toward the Future. 1113-1114 - Yuan Ma, Yang Gu, Shuai Guo, Xin Qin, Shijie Wen, Nianfeng Shi, Weiwei Dai, Yiqiang Chen:
Grade-Skewed Domain Adaptation via Asymmetric Bi-Classifier Discrepancy Minimization for Diabetic Retinopathy Grading. 1115-1126 - Li Lin, Yixiang Liu, Jiewei Wu, Pujin Cheng, Zhiyuan Cai, Kenneth K. Y. Wong, Xiaoying Tang:
FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-Supervised Medical Image Segmentation. 1127-1139 - Anthony A. Gatti, Louis Blankemeier, Dave Van Veen, Brian A. Hargreaves, Scott L. Delp, Garry E. Gold, Feliks Kogan, Akshay S. Chaudhari:
ShapeMed-Knee: A Dataset and Neural Shape Model Benchmark for Modeling 3D Femurs. 1140-1152 - Yiyao Liu, Jinyao Li, Cheng Zhao, Yongtao Zhang, Qian Chen, Jing Qin, Lei Dong, Tianfu Wang, Wei Jiang, Baiying Lei:
FAMF-Net: Feature Alignment Mutual Attention Fusion With Region Awareness for Breast Cancer Diagnosis via Imbalanced Data. 1153-1167 - Jianjia Zhang, Xiaotong Wu, Xiang Tang, Luping Zhou, Lei Wang, Weiwen Wu, Dinggang Shen:
Asynchronous Functional Brain Network Construction With Spatiotemporal Transformer for MCI Classification. 1168-1180 - Yuchen Yuan, Xi Wang, Xikai Yang, Pheng-Ann Heng:
Effective Semi-Supervised Medical Image Segmentation With Probabilistic Representations and Prototype Learning. 1181-1193 - Kai Zhao, Kaifeng Pang, Alex Ling Yu Hung, Haoxin Zheng, Ran Yan, Kyunghyun Sung:
MRI Super-Resolution With Partial Diffusion Models. 1194-1205 - Faraneh Fathi, Siavash Mazdeyasna, Dara Singh, Chong Huang, Mehrana Mohtasebi, Xuhui Liu, Samaneh Rabienia Haratbar, Mingjun Zhao, Li Chen, Arin Can Ulku, Paul Mos, Claudio Bruschini, Edoardo Charbon, Lei Chen, Guoqiang Yu:
Time-Resolved Laser Speckle Contrast Imaging (TR-LSCI) of Cerebral Blood Flow. 1206-1217 - Jiangbo Shi, Chen Li, Tieliang Gong, Chunbao Wang, Huazhu Fu:
CoD-MIL: Chain-of-Diagnosis Prompting Multiple Instance Learning for Whole Slide Image Classification. 1218-1229 - Zhao Feng, Cuntai Guan, Ruifeng Zheng, Yu Sun:
STARTS: A Self-Adapted Spatio-Temporal Framework for Automatic E/MEG Source Imaging. 1230-1242 - Dianlin Hu, Chencheng Zhang, Xuanjia Fei, Yi Yao, Yan Xi, Jin Liu, Yikun Zhang, Gouenou Coatrieux, Jean-Louis Coatrieux, Yang Chen:
DPI-MoCo: Deep Prior Image Constrained Motion Compensation Reconstruction for 4D CBCT. 1243-1256 - Kelly Payette, Céline Steger, Roxane Licandro, Priscille de Dumast, Hongwei Bran Li, Matthew J. Barkovich, Liu Li, Maik Dannecker, Chen Chen, Cheng Ouyang, Niccolò McConnell, Alina Dana Miron, Yongmin Li, Alena Uus, Irina Grigorescu, Paula Ramirez Gilliland, Md Mahfuzur Rahman Siddiquee, Daguang Xu, Andriy Myronenko, Haoyu Wang, Ziyan Huang, Jin Ye, Mireia Alenyà, Valentin Comte, Oscar Camara, Jean-Baptiste Masson, Astrid Nilsson, Charlotte Godard, Moona Mazher, Abdul Qayyum, Yibo Gao, Hangqi Zhou, Shangqi Gao, Jia Fu, Guiming Dong, Guotai Wang, ZunHyan Rieu, HyeonSik Yang, Minwoo Lee, Szymon Plotka, Michal K. Grzeszczyk, Arkadiusz Sitek, Luisa Vargas Daza, Santiago Usma, Pablo Arbeláez, Wenying Lu, Wenhao Zhang, Jing Liang, Romain Valabrègue, Anand A. Joshi, Krishna N. Nayak, Richard M. Leahy, Luca Wilhelmi, Aline Dändliker, Hui Ji, Antonio G. Gennari, Anton Jakovcic, Melita Klaic, Ana Adzic, Pavel Markovic, Gracia Grabaric, Gregor Kasprian, Gregor Dovjak, Milan Rados, Lana Vasung, Meritxell Bach Cuadra, András Jakab:
Multi-Center Fetal Brain Tissue Annotation (FeTA) Challenge 2022 Results. 1257-1272 - Linlin Yao, Dongdong Chen, Xiangyu Zhao, Manman Fei, Zhiyun Song, Zhong Xue, Yiqiang Zhan, Bin Song, Feng Shi, Qian Wang, Dinggang Shen:
AASeg: Artery-Aware Global-to-Local Framework for Aneurysm Segmentation in Head and Neck CTA Images. 1273-1283 - Jiaxin Guo, Jiangliu Wang, Ruofeng Wei, Di Kang, Qi Dou, Yun-Hui Liu:
UC-NeRF: Uncertainty-Aware Conditional Neural Radiance Fields From Endoscopic Sparse Views. 1284-1296 - Jonas Weidner, Ivan Ezhov, Michal Balcerak, Marie-Christin Metz, Sergey Litvinov, Sebastian Kaltenbach, Leonhard F. Feiner, Laurin Lux, Florian Kofler, Jana Lipková, Jonas Latz, Daniel Rueckert, Bjoern H. Menze, Benedikt Wiestler:
A Learnable Prior Improves Inverse Tumor Growth Modeling. 1297-1307 - Zitong Yu, Md. Ashequr Rahman, Craig K. Abbey, Richard Laforest, Nancy A. Obuchowski, Barry A. Siegel, Abhinav K. Jha:
CTLESS: A Scatter-Window Projection and Deep Learning-Based Transmission-Less Attenuation Compensation Method for Myocardial Perfusion SPECT. 1308-1320 - Qingyao Tian, Huai Liao, Xinyan Huang, Bingyu Yang, Jinlin Wu, Jian Chen, Lujie Li, Hongbin Liu:
BronchoTrack: Airway Lumen Tracking for Branch-Level Bronchoscopic Localization. 1321-1333 - Junbin Mao, Jin Liu, Xu Tian, Yi Pan, Emanuele Trucco, Hanhe Lin:
Toward Integrating Federated Learning With Split Learning via Spatio-Temporal Graph Framework for Brain Disease Prediction. 1334-1346 - Rafic Nader, Florent Autrusseau, Vincent L'Allinec, Romain Bourcier:
Building a Synthetic Vascular Model: Evaluation in an Intracranial Aneurysms Detection Scenario. 1347-1358 - Xinyu Guo, Han Wen, Huaying Hao, Yifan Zhao, Yanda Meng, Jiang Liu, Yalin Zheng, Wei Chen, Yitian Zhao:
Randomness-Restricted Diffusion Model for Ocular Surface Structure Segmentation. 1359-1372 - Qi Peng, Yi Cai, Jiankun Liu, Quan Zou, Xing Chen, Zheng Zhong, Zefeng Wang, Jiayuan Xie, Qing Li:
Integration of Multi-Source Medical Data for Medical Diagnosis Question Answering. 1373-1385 - Xian Lin, Yangyang Xiang, Zhehao Wang, Kwang-Ting Cheng, Zengqiang Yan, Li Yu:
SAMCT: Segment Any CT Allowing Labor-Free Task-Indicator Prompts. 1386-1399 - Yekta Kesenci, Aleix Boquet-Pujadas, Michael Unser, Jean-Christophe Olivo-Marin:
Estimation of Stiffness Maps in Deforming Cells Through Optical Flow With Bounded Curvature. 1400-1415 - Guanghui Yue, Shaoping Zhang, Tianwei Zhou, Bin Jiang, Weide Liu, Tianfu Wang:
Pyramid Network With Quality-Aware Contrastive Loss for Retinal Image Quality Assessment. 1416-1431 - Yusheng Liu, Shu Zhang, Xiyi Wu, Tao Yang, Yuchen Pei, Huayan Guo, Yuxian Jiang, Zhien Feng, Wen Xiao, Yu-Ping Wang, Lisheng Wang:
Individual Graph Representation Learning for Pediatric Tooth Segmentation From Dental CBCT. 1432-1444 - Maximilian Neidhardt, Sarah Latus, Tim Eixmann, Gereon Hüttmann, Alexander Schlaefer:
Deep Learning for High Speed Optical Coherence Elastography With a Fiber Scanning Endoscope. 1445-1453 - Defu Yang, Hui Shen, Minghan Chen, Shuai Wang, Jiazhou Chen, Hongmin Cai, Xueli Chen, Guorong Wu, Wentao Zhu:
A Novel Spatio-Temporal Hub Identification in Brain Networks by Learning Dynamic Graph Embedding on Grassmannian Manifolds. 1454-1467 - Yuan Chang, Zheng Li, Wenzheng Xu:
CGNet: A Correlation-Guided Registration Network for Unsupervised Deformable Image Registration. 1468-1479 - Peifeng Tong, Haoran Yang, Xinru Ding, Yuchuan Ding, Xiaokun Geng, Shan An, Guoxin Wang, Song Xi Chen:
Debiased Estimation and Inference for Spatial-Temporal EEG/MEG Source Imaging. 1480-1493 - Xiu-Long Yi, You Fu, Jianzhi Yu, Ruiqing Liu, Hao Zhang, Rong Hua:
LHR-RFL: Linear Hybrid-Reward-Based Reinforced Focal Learning for Automatic Radiology Report Generation. 1494-1504 - Junting Zhao, Yang Zhou, Zhihao Chen, Huazhu Fu, Liang Wan:
Topicwise Separable Sentence Retrieval for Medical Report Generation. 1505-1517 - Zhenjie Cao, Zhuo Deng, Zhicheng Yang, Jialin Yuan, Jie Ma, Lan Ma:
AsyDisNet: Scalable Mammographic Asymmetry and Architectural Distortion Detection With Angle-Based Quadruplet Loss. 1518-1528 - Benoît Freiche, Gabriel Bernardino, Romain Deleat-Besson, Patrick Clarysse, Nicolas Duchateau:
Hierarchical Data Integration With Gaussian Processes: Application to the Characterization of Cardiac Ischemia-Reperfusion Patterns. 1529-1540 - Jia Xiao, Wen Zheng, Wenji Wang, Qing Xia, Zhennan Yan, Qian Guo, Xiao Wang, Shaoping Nie, Shaoting Zhang:
Slice2Mesh: 3D Surface Reconstruction From Sparse Slices of Images for the Left Ventricle. 1541-1555 - Jonathan B. Martin, Charlotte R. Sappo, Benjamin M. Hardy, William A. Grissom:
A Minibatch Alternating Projections Algorithm for Robust and Efficient Magnitude Least-Squares RF Pulse Design in MRI. 1556-1567 - Xiaobo Zhu, He Sun, Yuhan Wang, Gang Hu, Lizhi Shao, Song Zhang, Fucheng Liu, Chongwei Chi, Kunshan He, Jianqiang Tang, Yu An, Jie Tian, Zhenyu Liu:
Prediction of Lymph Node Metastasis in Colorectal Cancer Using Intraoperative Fluorescence Multi-Modal Imaging. 1568-1580 - Guangqi Wen, Peng Cao, Lingwen Liu, Maochun Hao, Siyu Liu, Junjie Zheng, Jinzhu Yang, Osmar R. Zaïane, Fei Wang:
Heterogeneous Graph Representation Learning Framework for Resting-State Functional Connectivity Analysis. 1581-1595 - Junyan Lyu, Perry F. Bartlett, Fatima A. Nasrallah, Xiaoying Tang:
Masked Deformation Modeling for Volumetric Brain MRI Self-Supervised Pre-Training. 1596-1607
Volume 44, Number 4, April 2025
- Kun Wu, Zhiguo Jiang, Kunming Tang, Jun Shi, Fengying Xie, Wei Wang, Haibo Wu, Yushan Zheng:
Pan-Cancer Histopathology WSI Pre-Training With Position-Aware Masked Autoencoder. 1610-1623 - Jinyue Guo, Zejin Wang, Hao Zhai, Yanchao Zhang, Jing Liu, Hua Han:
Re-Isotropic Segmentation for Subcellular Ultrastructure in Anisotropic EM Images. 1624-1635 - Weiye Li, Zhenyue Chen, Yu-Hang Liu, Johannes Rebling, Urs A. T. Hofmann, Daniil Nozdriukhin, Xosé-Luís Dean-Ben, Daniel Razansky:
Ultrasound-Aided Large-Scale Optoacoustic Microscopy for Volumetric Angiography and Oximetry. 1636-1647 - Fuping Wu, Le Zhang, Yang Sun, Yuanhan Mo, Thomas E. Nichols, Bartlomiej W. Papiez:
MT-CooL: Multi-Task Cooperative Learning via Flat Minima Searching. 1648-1658 - Heng Zhang, Hongbo Guo, Yuqing Hou, Xiaowei He, Shuangchen Li, Beilei Wang, Jingjing Yu, Yanqiu Liu, Mengxiang Chu, Xuelei He, Huangjian Yi:
GAICN: Graph Attention Iterative Contraction Network for Bioluminescence Tomography. 1659-1670 - Jinghan Sun, Dong Wei, Zhe Xu, Donghuan Lu, Hong Liu, Hong Wang, Sotirios A. Tsaftaris, Steven McDonagh, Yefeng Zheng, Liansheng Wang:
Unlocking the Potential of Weakly Labeled Data: A Co-Evolutionary Learning Framework for Abnormality Detection and Report Generation. 1671-1685 - Zequn Zhang, Yun Jiang, Yunnan Wang, Baao Xie, Wenyao Zhang, Yuhang Li, Zhen Chen, Xin Jin, Wenjun Zeng:
Exploring Contrastive Pre-Training for Domain Connections in Medical Image Segmentation. 1686-1698 - Bo Zhou, Jun Hou, Tianqi Chen, Yinchi Zhou, Xiongchao Chen, Huidong Xie, Qiong Liu, Xueqi Guo, Menghua Xia, Yu-Jung Tsai, Vladimir Y. Panin, Takuya Toyonaga, James S. Duncan, Chi Liu:
POUR-Net: A Population-Prior-Aided Over-Under-Representation Network for Low-Count PET Attenuation Map Generation. 1699-1710 - Lehan Wang, Chongchong Qi, Chubin Ou, Lin An, Mei Jin, Xiangbin Kong, Xiaomeng Li:
MultiEYE: Dataset and Benchmark for OCT-Enhanced Retinal Disease Recognition From Fundus Images. 1711-1722 - Zixin Yang, Richard A. Simon, Kelly Merrell, Cristian A. Linte:
Boundary Constraint-Free Biomechanical Model-Based Surface Matching for Intraoperative Liver Deformation Correction. 1723-1734 - Wanquan Yan, Raymond Shing-Yan Tang, Shing Shin Cheng:
Task-Oriented Network Design for Visual Tracking and Motion Filtering of Needle Tip Under 2D Ultrasound. 1735-1749 - Zhihao Tang, Lin Yang, Zongyi Chen, Li Liu, Chaozhuo Li, Ruanqi Chen, Xi Zhang, Qingfeng Zheng:
CTUSurv: A Cell-Aware Transformer-Based Network With Uncertainty for Survival Prediction Using Whole Slide Images. 1750-1764 - Zijie Fang, Yifeng Wang, Peizhang Xie, Zhi Wang, Yongbing Zhang:
HisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency Regularization. 1765-1782 - Meilu Zhu, Axiu Mao, Jun Liu, Yixuan Yuan:
DEeR: Deviation Eliminating and Noise Regulating for Privacy-Preserving Federated Low-Rank Adaptation. 1783-1795 - Cheng Jin, Luyang Luo, Huangjing Lin, Jun Hou, Hao Chen:
HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole Slide Image Classification. 1796-1808 - Yuxiao Liu, Mianxin Liu, Yuanwang Zhang, Yihui Guan, Qihao Guo, Fang Xie, Dinggang Shen:
Amyloid-β Deposition Prediction With Large Language Model Driven and Task-Oriented Learning of Brain Functional Networks. 1809-1820 - Xiaoshuang Huang, Hongxiang Li, Meng Cao, Long Chen, Chenyu You, Dong An:
Cross-Modal Conditioned Reconstruction for Language-Guided Medical Image Segmentation. 1821-1835 - Shenhai Zheng, Xin Ye, Chaohui Yang, Lei Yu, Weisheng Li, Xinbo Gao, Yue Zhao:
Asymmetric Adaptive Heterogeneous Network for Multi-Modality Medical Image Segmentation. 1836-1852 - Chuyan Zhang, Hao Zheng, Xin You, Yefeng Zheng, Yun Gu:
PASS: Test-Time Prompting to Adapt Styles and Semantic Shapes in Medical Image Segmentation. 1853-1865 - Fanwen Wang, Yihao Luo, Camila Munoz, Ke Wen, Yaqing Luo, Jiahao Huang, Yinzhe Wu, Zohya Khalique, Maria Molto, Ramyah Rajakulasingam, Ranil De Silva, Dudley J. Pennell, Pedro F. Ferreira, Andrew D. Scott, Sonia Nielles-Vallespin, Guang Yang:
Enhanced DTCMR With Cascaded Alignment and Adaptive Diffusion. 1866-1877 - Qibin Wang, Zhonghao Zhang, Lei Li, Franziska Schrank, Yu Zeng, Pengyue Guo, Harald Radermacher, Volkmar Schulz, Shouping Zhu:
Single-Sided Magnetic Particle Imaging Device With Offset Field Based Spatial Encoding. 1878-1889 - Federico Bolelli, Luca Lumetti, Shankeeth Vinayahalingam, Mattia Di Bartolomeo, Arrigo Pellacani, Kevin Marchesini, Niels van Nistelrooij, Pieter van Lierop, Tong Xi, Yusheng Liu, Rui Xin, Tao Yang, Lisheng Wang, Haoshen Wang, Chenfan Xu, Zhiming Cui, Marek Wodzinski, Henning Müller, Yannick Kirchhoff, Maximilian Rokuss, Klaus H. Maier-Hein, Jae-Hwan Han, Wan Kim, Hong-Gi Ahn, Tomasz Szczepanski, Michal K. Grzeszczyk, Przemyslaw Korzeniowski, Vicent Caselles Costa, Xavier Paolo Burgos-Artizzu, Ferran Prados Carrasco, Stefaan Berge', Bram van Ginneken, Alexandre Anesi, Costantino Grana:
Segmenting the Inferior Alveolar Canal in CBCTs Volumes: The ToothFairy Challenge. 1890-1906 - Gang Chen, Han Xie, Xinglong Rao, Xinjie Liu, Otikovs Martins, Lucio Frydman, Peng Sun, Zhi Zhang, Feng Pan, Lian Yang, Xin Zhou, Maili Liu, Qingjia Bao, Chaoyang Liu:
MRI Motion Correction Through Disentangled CycleGAN Based on Multi-Mask K-Space Subsampling. 1907-1921 - Olumide Ogunlade, Robert Ellwood, Edward Zhang, Benjamin T. Cox, Paul C. Beard:
Three-Dimensional Whole-Body Small Animal Photoacoustic Tomography Using a Multi-View Fabry-Perot Scanner. 1922-1930 - Haoyue Song, Jiacheng Wang, Jianjun Zhou, Liansheng Wang:
Tackling Modality-Heterogeneous Client Drift Holistically for Heterogeneous Multimodal Federated Learning. 1931-1941 - Hongye Zeng, Ke Zou, Zhihao Chen, Yuchong Gao, Hongbo Chen, Haibin Zhang, Kang Zhou, Meng Wang, Chang Jiang, Rick Siow Mong Goh, Yong Liu, Chengcheng Zhu, Rui Zheng, Huazhu Fu:
Training-Free Image Style Alignment for Domain Shift on Handheld Ultrasound Devices. 1942-1952 - Manman Zhu, Zidan Wang, Chen Wang, Cuidie Zeng, Dong Zeng, Jianhua Ma, Yongbo Wang:
VBVT-Net: VOI-Based VVBP-Tensor Network for High-Attenuation Artifact Suppression in Digital Breast Tomosynthesis Imaging. 1953-1968 - William S. Burton, Casey A. Myers, Chadd W. Clary, Paul J. Rullkoetter:
Reliable 2D-3D Registration in Dynamic Stereo-Radiography With Energy Barrier Constraints. 1969-1983 - Dwarikanath Mahapatra, Antonio Jimeno-Yepes, Behzad Bozorgtabar, Sudipta Roy, Zongyuan Ge, Mauricio Reyes:
Corrections to "Multi-Label Generalized Zero Shot Chest X-Ray Classification By Combining Image-Text Information With Feature Disentanglement". 1984-1985
Volume 44, Number 5, May 2025
- Zhongzhou Zhang, Yingyu Chen, Hui Yu, Zhiwen Wang, Shanshan Wang, Fenglei Fan, Hongming Shan, Yi Zhang:
UniAda: Domain Unifying and Adapting Network for Generalizable Medical Image Segmentation. 1988-2001 - Manuel Tran, Sophia J. Wagner, Wilko Weichert, Christian Matek, Melanie Boxberg, Tingying Peng:
Navigating Through Whole Slide Images With Hierarchy, Multi-Object, and Multi-Scale Data. 2002-2015 - Erjian Guo, Zicheng Wang, Zhen Zhao, Luping Zhou:
Imbalanced Medical Image Segmentation With Pixel-Dependent Noisy Labels. 2016-2027 - Mai Xu, Ning Dai, Lai Jiang, Yibing Fu, Xin Deng, Shengxi Li:
Recruiting Teacher IF Modality for Nephropathy Diagnosis: A Customized Distillation Method With Attention-Based Diffusion Network. 2028-2040 - Mengchu Wang, Yuhang He, Lin Peng, Xiang Song, Songlin Dong, Yihong Gong:
Cross-Domain Invariant Feature Absorption and Domain-Specific Feature Retention for Domain Incremental Chest X-Ray Classification. 2041-2055 - Christoforos Galazis, Samuel Shepperd, Emma J. P. Brouwer, Sandro F. Queirós, Ebraham Alskaf, Mustafa Anjari, Amedeo Chiribiri, Jack Lee, Anil A. Bharath, Marta Varela:
High-Resolution Maps of Left Atrial Displacements and Strains Estimated With 3D Cine MRI Using Online Learning Neural Networks. 2056-2067 - Karteekeya Sastry, Yousuf Aborahama, Yilin Luo, Yang Zhang, Manxiu Cui, Rui Cao, Geng Ku, Lihong V. Wang:
Transcranial Photoacoustic Tomography De-Aberrated Using Boundary Elements. 2068-2078 - Soopil Kim, Heejung Park, Philip Chikontwe, Myeongkyun Kang, Kyong Hwan Jin, Ehsan Adeli, Kilian M. Pohl, Sang Hyun Park:
Communication Efficient Federated Learning for Multi-Organ Segmentation via Knowledge Distillation With Image Synthesis. 2079-2092 - Riccardo Barbano, Alexander Denker, Hyungjin Chung, Tae-Hoon Roh, Simon R. Arridge, Peter Maass, Bangti Jin, Jong Chul Ye:
Steerable Conditional Diffusion for Out-of-Distribution Adaptation in Medical Image Reconstruction. 2093-2104 - Zhihao Xue, Fan Yang, Juan Gao, Zhuo Chen, Hao Peng, Chao Zou, Hang Jin, Chenxi Hu:
DARCS: Memory-Efficient Deep Compressed Sensing Reconstruction for Acceleration of 3D Whole-Heart Coronary MR Angiography. 2105-2119 - Xianchao Guan, Zheng Zhang, Yifeng Wang, Yueheng Li, Yongbing Zhang:
Supervised Information Mining From Weakly Paired Images for Breast IHC Virtual Staining. 2120-2130 - Yun Zhu, Dong Zhang, Yi Lin, Yifei Feng, Jinhui Tang:
Merging Context Clustering With Visual State Space Models for Medical Image Segmentation. 2131-2142 - Jie Feng, Ruimin Feng, Qing Wu, Xin Shen, Lixuan Chen, Xin Li, Li Feng, Jingjia Chen, Zhiyong Zhang, Chunlei Liu, Yuyao Zhang, Hongjiang Wei:
Spatiotemporal Implicit Neural Representation for Unsupervised Dynamic MRI Reconstruction. 2143-2156 - Dingwei Fan, Junyong Zhao, Chunlin Li, Xinlong Wang, Ronghan Zhang, Qi Zhu, Mingliang Wang, Haipeng Si, Daoqiang Zhang, Liang Sun:
MA-SAM: A Multi-Atlas Guided SAM Using Pseudo Mask Prompts Without Manual Annotation for Spine Image Segmentation. 2157-2169 - Xiaodi Li, Chen Cui, Siyuan Shi, Hongwen Fei, Yue Hu:
Semi-Supervised Echocardiography Video Segmentation via Adaptive Spatio-Temporal Tensor Semantic Awareness and Memory Flow. 2182-2193 - Yansheng Qiu, Kui Jiang, Hongdou Yao, Zheng Wang, Shin'ichi Satoh:
Does Adding a Modality Really Make Positive Impacts in Incomplete Multi-Modal Brain Tumor Segmentation? 2194-2205 - Pedram Mojabi, Jeremie Bourqui, Elise C. Fear:
Fast 3D Breast Imaging With a Transmission-Based Microwave System. 2206-2217 - Jie Zhang, Song Zhou, Yiwei Wang, Huan Zhao, Han Ding:
Knowledge-Driven Framework for Anatomical Landmark Annotation in Laparoscopic Surgery. 2218-2229 - Md. Kamrul Hasan, Yihao Luo, Guang Yang, Choon Hwai Yap:
Feedback Attention to Enhance Unsupervised Deep Learning Image Registration in 3D Echocardiography. 2230-2243 - Yijun Yang, Huazhu Fu, Angelica I. Avilés-Rivero, Zhaohu Xing, Lei Zhu:
DiffMIC-v2: Medical Image Classification via Improved Diffusion Network. 2244-2255 - Michael Sommersperger, Philipp Matten, Tony Danjun Wang, Shervin Dehghani, Jonas Nienhaus, Hessam Roodaki, Wolfgang Drexler, Rainer A. Leitgeb, Tilman Schmoll, Nassir Navab:
Context-Aware Real-Time Semantic View Expansion of Intraoperative 4D OCT. 2256-2269 - Kaicong Sun, Caohui Duan, Xin Lou, Dinggang Shen:
MIP-Enhanced Uncertainty-Aware Network for Fast 7T Time-of-Flight MRA Reconstruction. 2270-2282 - Yongchao Wang, Wenkai Chen, Yetao He, Jianbo Tang:
Angle-Independent Blood Flow Velocity Measurement With Ultrasound Speckle Decorrelation Analysis. 2283-2294 - Kaiwen Huang, Tao Zhou, Huazhu Fu, Yizhe Zhang, Yi Zhou, Chen Gong, Dong Liang:
Learnable Prompting SAM-Induced Knowledge Distillation for Semi-Supervised Medical Image Segmentation. 2295-2306 - Heng Li, Mingyang Ou, Haojin Li, Zhongxi Qiu, Ke Niu, Huazhu Fu, Jiang Liu:
Multi-View Test-Time Adaptation for Semantic Segmentation in Clinical Cataract Surgery. 2307-2318 - Toby Sanders, Justin J. Konkle, Olivia C. Sehl, A. Rahman Mohtasebzadeh, Joan M. Greve, Patrick W. Goodwill:
A Physics-Based Computational Forward Model for Efficient Image Reconstruction in Magnetic Particle Imaging. 2319-2329 - Chengpu Wei, Zhe Li, Ting Hu, Mengyang Zhao, Zhonghua Sun, Kebin Jia, Jinchao Feng, Brian W. Pogue, Keith D. Paulsen, Shudong Jiang:
Model-Based Convolution Neural Network for 3D Near-Infrared Spectral Tomography. 2330-2340 - Yi Lin, Xiao Fang, Dong Zhang, Kwang-Ting Cheng, Hao Chen:
Boosting Convolution With Efficient MLP-Permutation for Volumetric Medical Image Segmentation. 2341-2352 - Zhikang Wang, Yumeng Zhang, Yingxue Xu, Seiya Imoto, Hao Chen, Jiangning Song:
Histo-Genomic Knowledge Association for Cancer Prognosis From Histopathology Whole Slide Images. 2170-2181 - Chenggang Lu, Zhitao Guo, Dan Zhang, Lei Mou, Jinli Yuan, Shaodong Ma, Da Chen, Yitian Zhao, Kewen Xia, Jiong Zhang:
RSAPower: Random Style Augmentation Driven Structure Perception Network for Generalized Retinal OCT Fluid Segmentation. 2353-2367
Volume 44, Number 6, June 2025
- Xuegang Song, Kaixiang Shu, Peng Yang, Cheng Zhao, Feng Zhou, Alejandro F. Frangi, Xiaohua Xiao, Lei Dong, Tianfu Wang, Shuqiang Wang, Baiying Lei:
Knowledge-Aware Multisite Adaptive Graph Transformer for Brain Disorder Diagnosis. 2370-2383 - Yisheng Li, Yishan Wang, Baiying Lei, Shuqiang Wang:
SCDM: Unified Representation Learning for EEG-to-fNIRS Cross-Modal Generation in MI-BCIs. 2384-2394 - Tianpeng Deng, Chunwang Huang, Ming Cai, Yu Liu, Min Liu, Jiatai Lin, Zhenwei Shi, Bingchao Zhao, Jingqi Huang, Changhong Liang, Guoqiang Han, Zaiyi Liu, Ying Wang, Chu Han:
FedBCD: Federated Ultrasound Video and Image Joint Learning for Breast Cancer Diagnosis. 2395-2407 - Hong Wang, Yichen Wu, Yongbo Wang, Dong Wei, Xian Wu, Jianhua Ma, Yefeng Zheng:
Adaptive Weighting Based Metal Artifact Reduction in CT Images. 2408-2423 - Pengwei Wu, E. Haneda, Jed D. Pack, I. Heukensfeldt Jansen, Albert Hsiao, Elliot R. McVeigh, Bruno De Man:
Cardiac Phase Estimation Using Deep Learning Analysis of Pulsed-Mode Projections: Toward Autonomous Cardiac CT Imaging. 2424-2435 - Yuanyuan Liu, Zhuo-Xu Cui, Shucong Qin, Congcong Liu, Hairong Zheng, Haifeng Wang, Yihang Zhou, Dong Liang, Yanjie Zhu:
Score-Based Diffusion Models With Self-Supervised Learning for Accelerated 3D Multi-Contrast Cardiac MR Imaging. 2436-2448 - Qinghui Liu, Elies Fuster-García, Ivar Thokle Hovden, Bradley J. MacIntosh, Edvard Grødem, Petter Brandal, Carles Lopez-Mateu, Donatas Sederevicius, Karoline Skogen, Till Schellhorn, Atle Bjørnerud, Kyrre Eeg Emblem:
Treatment-Aware Diffusion Probabilistic Model for Longitudinal MRI Generation and Diffuse Glioma Growth Prediction. 2449-2462 - Mingjian Li, Mingyuan Meng, Michael J. Fulham, David Dagan Feng, Lei Bi, Jinman Kim:
Enhancing Medical Vision-Language Contrastive Learning via Inter-Matching Relation Modeling. 2463-2476 - Yinran Chen, Baohui Fang, Huaying Li, Lijie Huang, Jianwen Luo:
Ultrafast Online Clutter Filtering for Ultrasound Microvascular Imaging. 2477-2491 - Yi Zhou, Thiara Sana Ahmed, Meng Wang, Eric A. Newman, Leopold Schmetterer, Huazhu Fu, Jun Cheng, Bingyao Tan:
Masked Vascular Structure Segmentation and Completion in Retinal Images. 2492-2503 - Chenglong Ma, Zilong Li, Yuanlin Li, Jing Han, Junping Zhang, Yi Zhang, Jiannan Liu, Hongming Shan:
Radiologist-in-the-Loop Self-Training for Generalizable CT Metal Artifact Reduction. 2504-2514 - Jiong Zhang, Qihang Xie, Lei Mou, Dan Zhang, Da Chen, Caifeng Shan, Yitian Zhao, Ruisheng Su, Mengguo Guo:
DSCA: A Digital Subtraction Angiography Sequence Dataset and Spatio-Temporal Model for Cerebral Artery Segmentation. 2515-2527 - Chien Chen, Guo-Xuan Xu, Wei-Ren Su, Chih-Chung Huang:
Method for Correcting the Muscle Fiber Orientation Determined by a T-Shaped Transducer in Ultrasound Shear Wave Elastography. 2528-2540 - Guyue Hu, Yukun Kang, Gangming Zhao, Zhe Jin, Chenglong Li, Jin Tang:
Dynamic Strip Convolution and Adaptive Morphology Perception Plugin for Medical Anatomy Segmentation. 2541-2552 - Hariharan Ravishankar, Naveen Paluru, Prasad Sudhakar, Phaneendra K. Yalavarthy:
Information Geometric Approaches for Patient-Specific Test-Time Adaptation of Deep Learning Models for Semantic Segmentation. 2553-2567 - Chong Wang, Fengbei Liu, Yuanhong Chen, Helen Frazer, Gustavo Carneiro:
Cross- and Intra-Image Prototypical Learning for Multi-Label Disease Diagnosis and Interpretation. 2568-2580 - Liutao Yang, Jiahao Huang, Guang Yang, Daoqiang Zhang:
CT-SDM: A Sampling Diffusion Model for Sparse-View CT Reconstruction Across Various Sampling Rates. 2581-2593 - Xinru Zhang, Ni Ou, Berke Doga Basaran, Marco Visentin, Mengyun Qiao, Renyang Gu, Paul M. Matthews, Yaou Liu, Chuyang Ye, Wenjia Bai:
A Foundation Model for Lesion Segmentation on Brain MRI With Mixture of Modality Experts. 2594-2604 - Ying Song, Weikang Zhang, Tianxiong Wu, Yong Luo, Jiangyuan Shi, Xinjian Yang, Zhonghua Deng, Xu Qi, Guangjun Li, Sen Bai, Jun Zhao, Renming Zhong:
Ultra-Sparse-View Cone-Beam CT Reconstruction-Based Strictly Structure-Preserved Deep Neural Network in Image-Guided Radiation Therapy. 2605-2616 - Yankai Chen, Guanyu Li, Chunming Li, Wei Yu, Zehao Fan, Jingfeng Bai, Shengxian Tu:
GVM-Net: A GNN-Based Vessel Matching Network for 2D/3D Non-Rigid Coronary Artery Registration. 2617-2630 - Yuxin Kang, Hansheng Li, Xiaoshuang Shi, Xiao Zhang, Yaqiong Xing, Yuting Wen, Yi Wang, Lei Cui, Jun Feng, Lin Yang:
Exploring Unbiased Activation Maps for Weakly Supervised Tissue Segmentation of Histopathological Images. 2631-2642 - Guosong Zhu, Zhen Qin, Linfang Yu, Yi Ding, Zhiguang Qin:
TransMatch: Employing Bridging Strategy to Overcome Large Deformation for Feature Matching in Gastroscopy Scenario. 2643-2656 - Morteza Ghahremani, Benjamin Raphael Ernhofer, Jiajun Wang, Marcus Makowski, Christian Wachinger:
Organ-DETR: Organ Detection via Transformers. 2657-2671 - Yifan Liu, Chenxin Li, Hengyu Liu, Chen Yang, Yixuan Yuan:
Foundation Model-Guided Gaussian Splatting for 4D Reconstruction of Deformable Tissues. 2672-2682 - Fuying Wang, Jiayi Xin, Weiqin Zhao, Yuming Jiang, Maximus C. F. Yeung, Liansheng Wang, Lequan Yu:
TAD-Graph: Enhancing Whole Slide Image Analysis via Task-Aware Subgraph Disentanglement. 2683-2695 - Dianye Huang, Chenyang Li, Angelos Karlas, Xiangyu Chu, K. W. Samuel Au, Nassir Navab, Zhongliang Jiang:
VibNet: Vibration-Boosted Needle Detection in Ultrasound Images. 2696-2708 - Hongdian Sun, Xiao Liang, Linyang Li, Yuanlong Zhao, Heng Guo, Weizhi Qi, Lei Xi:
Dual-Scanning Photoacoustic Endomicroscopy for High-Speed Gastrointestinal Microvascular Imaging. 2709-2717 - Yikun Zhang, Guannan Liu, Yang Liu, Shipeng Xie, Jiabing Gu, Zujian Huang, Xu Ji, Tianling Lyu, Yan Xi, Shouping Zhu, Jian Yang, Yang Chen:
GDP-Net: Global Dependency-Enhanced Dual-Domain Parallel Network for Ring Artifact Removal. 2718-2731 - Ziming Cheng, Shidong Wang, Yang Long, Tao Zhou, Hao-feng Zhang, Ling Shao:
Dual Interspersion and Flexible Deployment for Few-Shot Medical Image Segmentation. 2732-2744
Volume 44, Number 7, July 2025
- Haifan Gong, Boyao Wan, Luoyao Kang, Xiang Wan, Lingyan Zhang, Haofeng Li:
Boundary as the Bridge: Toward Heterogeneous Partially-Labeled Medical Image Segmentation and Landmark Detection. 2747-2756 - Weiheng Yao, Zhihan Lyu, Mufti Mahmud, Ning Zhong, Baiying Lei, Shuqiang Wang:
CATD: Unified Representation Learning for EEG-to-fMRI Cross-Modal Generation. 2757-2767 - Jingyun Chen, Yading Yuan:
Decentralized Personalization for Federated Medical Image Segmentation via Gossip Contrastive Mutual Learning. 2768-2783 - Dongqian Guo, Wencheng Han, Pang Lyu, Yuxi Zhou, Jianbing Shen:
Towards Better Cephalometric Landmark Detection With Diffusion Data Generation. 2784-2794 - Haoran Wang, Lian Huai, Wenbin Li, Lei Qi, Xingqun Jiang, Yinghuan Shi:
WeakMedSAM: Weakly-Supervised Medical Image Segmentation via SAM With Sub-Class Exploration and Prompt Affinity Mining. 2795-2807 - Jiwei Shan, Zixin Zhang, Hao Li, Cheng-Tai Hsieh, Yirui Li, Wenhua Wu, Hesheng Wang:
UW-DNeRF: Deformable Soft Tissue Reconstruction With Uncertainty-Guided Depth Supervision and Local Information Integration. 2808-2818 - Xiaosen Li, Linli Li, Xinlong Xing, Huixian Liao, Wenji Wang, Qiutong Dong, Xiao Qin, Chang-an Yuan:
MSDUNet: A Model Based on Feature Multi-Scale and Dual-Input Dynamic Enhancement for Skin Lesion Segmentation. 2819-2830 - Yuhuan Lu, Guanghua Tan, Bin Pu, Pak-Hei Yeung, Hang Wang, Shengli Li, Jagath C. Rajapakse, Kenli Li:
Optical Flow-Enhanced Mamba U-Net for Cardiac Phase Detection in Ultrasound Videos. 2831-2841 - Chuhua Wu, Hongzhi Zuo, Manxiu Cui, Handi Deng, Yuwen Chen, Xuanhao Wang, Bangyan Wang, Cheng Ma:
Blood Oxygenation Quantification in Multispectral Photoacoustic Tomography Using a Convex Cone Approach. 2842-2853 - Metin Calis, Massimo Mischi, Alle-Jan van der Veen, Borbála Hunyadi:
Speckle Denoising of Dynamic Contrast- Enhanced Ultrasound Using Low-Rank Tensor Decomposition. 2854-2867 - Xu Tang, Jiangbo Chen, Zheng Qu, Jingyi Zhu, Mohammadreza Amjadian, Mingxuan Yang, Yingpeng Wan, Lidai Wang:
High Sensitivity Photoacoustic Imaging by Learning From Noisy Data. 2868-2877 - Linhai Wu, Lihui Wang, Zeyu Deng, Yuemin Zhu, Hongjiang Wei:
Replace2Self: Self-Supervised Denoising Based on Voxel Replacing and Image Mixing for Diffusion MRI. 2878-2891 - Yan Yang, Xiaoxing You, Ke Zhang, Zhenqi Fu, Xianyun Wang, Jiajun Ding, Jiamei Sun, Zhou Yu, Qingming Huang, Weidong Han, Jun Yu:
Spatio-Temporal and Retrieval-Augmented Modeling for Chest X-Ray Report Generation. 2892-2905 - Gyeong Hun Kim, Seongjin Bak, Hyung-Hoi Kim, Jun Geun Shin, Tae Joong Eom, Chang-Seok Kim, Hwidon Lee:
Phase-Locked Time-Stretch Optical Coherence Tomography for Contrast-Enhanced Retinal Microangiography. 2906-2920 - Xiaolin Fan, Yan Wang, Yingying Zhang, Mingkun Bao, Bosen Jia, Dong Lu, Yifan Gu, Jian Cheng, Haogang Zhu:
AVP-AP: Self-Supervised Automatic View Positioning in 3D Cardiac CT via Atlas Prompting. 2921-2932 - Shaoyan Pan, Junbo Peng, Yuan Gao, Shao-Yuan Lo, Tianyu Luan, Junyuan Li, Tonghe Wang, Chih-Wei Chang, Zhen Tian, Xiaofeng Yang:
CBCT Reconstruction Using Single X-Ray Projection With Cycle-Domain Geometry-Integrated Denoising Diffusion Probabilistic Models. 2933-2947 - Qingjie Zeng, Yutong Xie, Zilin Lu, Mengkang Lu, Yicheng Wu, Yong Xia:
Segment Together: A Versatile Paradigm for Semi-Supervised Medical Image Segmentation. 2948-2959 - Xinchen Yuan, Xiaojuan Guo, Yande Luo, Xiuhong Guan, Qi Li, Zhiquan Situ, Zijie Zhou, Xin Huang, Zhaowei Rong, Yunhai Lin, Mingxi Liu, Juanni Gong, Hongyan Liu, Qi Yang, Xinchun Li, Rongli Zhang, Chengwang Lei, Shumao Pang, Guoxi Xie:
PHNet: A Pulmonary Hypertension Detection Network Based on Cine Cardiac Magnetic Resonance Images Using a Hybrid Strategy of Adaptive Triplet and Binary Cross-Entropy Losses. 2960-2972 - Yang Yang, Jiaxin Zhuang, Guoying Sun, Ruixuan Wang, Jingyong Su:
Boundary-Guided Contrastive Learning for Semi-Supervised Medical Image Segmentation. 2973-2988 - Dennis Hein, Grant M. Stevens, Adam S. Wang, Ge Wang:
PFCM: Poisson Flow Consistency Models for Low-Dose CT Image Denoising. 2989-3001 - Ruiyang Zhao, Zepeng Wang, Aaron T. Anderson, Graham Huesmann, Fan Lam:
MR Spatiospectral Reconstruction Integrating Subspace Modeling and Self-Supervised Spatiotemporal Denoising. 3002-3011 - Hanyu Chen, Zhixiu Hao, Lin Guo, Liying Xiao:
Mitigating Data Consistency Induced Discrepancy in Cascaded Diffusion Models for Sparse-View CT Reconstruction. 3012-3024 - You Wang, Zekun Li, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao:
Balancing Multi-Target Semi-Supervised Medical Image Segmentation With Collaborative Generalist and Specialists. 3025-3037 - Fan Bai, Ran Wei, Xiaoyu Bai, Dakai Jin, Xianghua Ye, Le Lu, Ke Yan, Max Q.-H. Meng:
DistAL: A Domain-Shift Active Learning Framework With Transferable Feature Learning for Lesion Detection. 3038-3050 - Sheheryar Khan, Muhammad Ammar Khawer, Rizwan Qureshi, Mehmood Nawaz, Muhammad Asim, Weitian Chen, Hong Yan:
Semi-Supervised Knee Cartilage Segmentation With Successive Eigen Noise-Assisted Mean Teacher Knowledge Distillation. 3051-3063 - Zhikai Ruan, Canxu Song, Pengfei Xu, Chaoyu Wang, Jing Zhao, Meng Chen, Suoni Li, Qiang Su, Xiaozhen Zhuo, Yue Wu, Mingxi Wan, Diya Wang:
Multiparametric Ultrasound Breast Tumors Diagnosis Within BI-RADS Category 4 via Feature Disentanglement and Cross-Fusion. 3064-3075 - Yuanhao Li, Badong Chen, Zhongxu Hu, Keita Suzuki, Wenjun Bai, Yasuharu Koike, Okito Yamashita:
Correntropy-Based Improper Likelihood Model for Robust Electrophysiological Source Imaging. 3076-3088 - Juncheng Li, Hanhui Yang, Qiaosi Yi, Minhua Lu, Jun Shi, Tieyong Zeng:
High-Frequency Modulated Transformer for Multi-Contrast MRI Super-Resolution. 3089-3099 - Tingting Dan, Yanquan Huang, Yang Yang, Guorong Wu:
Revealing Cortical Spreading Pathway of Neuropathological Events by Neural Optimal Mass Transport. 3100-3109 - Xinrui Yuan, Jiale Cheng, Fenqiang Zhao, Zhengwang Wu, Li Wang, Weili Lin, Yu Zhang, Ruiyuan Liu, Gang Li:
Flexible Individualized Developmental Prediction of Infant Cortical Surface Maps via Intensive Triplet Autoencoder. 3110-3122
Volume 44, Number 8, August 2025
- Luuk Verhoef, Sadaf Soloukey, Frits Mastik, Bastian S. Generowicz, Eelke M. Bos, Joost W. Schouten, Sebastiaan K. E. Koekkoek, Arnaud J. P. E. Vincent, Stefan Klein, Pieter Kruizinga:
Freehand Ultrafast Doppler Ultrasound Imaging With Optical Tracking Allows for Detailed 3D Reconstruction of Blood Flow in the Human Brain. 3125-3138 - Zhi-Xuan Chen, Yequan Bie, Haibo Jin, Hao Chen:
Large Language Model With Region-Guided Referring and Grounding for CT Report Generation. 3139-3150 - Wangyuan Zhao, Yuanyuan Fu, Yujia Shen, Jingchen Ma, Lu Zhao, Xiaolong Fu, Pu-Ming Zhang, Jun Zhao:
Lung Cancer Screening Classification by Sequential Multi-Instance Learning (SMILE) Framework With Multiple CT Scans. 3151-3161 - Jonas Ammeling, Jonathan Ganz, Frauke Wilm, Katharina Breininger, Marc Aubreville:
Investigation of Class Separability Within Object Detection Models in Histopathology. 3162-3174 - Md. Tarikul Islam, Juliana Benavides, Ravi Prakash, Mohsin Zafar, Laura S. McGuire, Fady Charbel, Amanda Siegel, Danilo Erricolo, James Lin, Juri G. Gelovani, Kamran Avanaki:
Transfontanelle Thermoacoustic Imaging of Intraventricular Brain Hemorrhages in Live Sheep. 3175-3184 - Jiaren Zou, Yun Jiang, Sydney Kaplan, Nicole Seiberlich, Yue Cao:
Improved Spiral Projection MR Fingerprinting via Memory-Efficient Synergic Optimization of 3D Spiral Trajectory, Image Reconstruction and Parameter Estimation (SOTIP). 3185-3195 - Ruihao Liu, Yudu Li, Yao Li, Yiping P. Du, Zhi-Pei Liang:
Information-Theoretic Analysis of Multimodal Image Translation. 3210-3221 - Baptiste Hériard-Dubreuil, Adrien Besson, Claude Cohen-Bacrie, Jean-Philippe Thiran:
A Path-Based Model for Aberration Correction in Ultrasound Imaging. 3222-3232 - Lucas A. Polson, Sara Kurkowska, Chenguang Li, Pedro L. Esquinas, Peyman Sheikhzadeh, Mehrshad Abbasi, François Bénard, Carlos F. Uribe, Arman Rahmim:
Uncertainty Propagation From Projections to Region Counts in Tomographic Imaging: Application to Radiopharmaceutical Dosimetry. 3233-3244 - Tianxiang Chen, Xudong Zhou, Zhentao Tan, Yue Wu, Ziyang Wang, Zi Ye, Tao Gong, Qi Chu, Nenghai Yu, Le Lu:
Zig-RiR: Zigzag RWKV-in-RWKV for Efficient Medical Image Segmentation. 3245-3257 - Anne-Marie Rickmann, Fabian Bongratz, Christian Wachinger:
Vertex Correspondence and Self-Intersection Reduction in Cortical Surface Reconstruction. 3258-3269 - Sutuke Yibulayimu, Yanzhen Liu, Yudi Sang, Jingjiang Qin, Chao Shi, Chendi Liang, Gang Zhu, Yu Wang, Chunpeng Zhao, Xinbao Wu:
FracFormer: Fracture Reduction Planning With Transformer-Based Shape Restoration and Fracture Data Simulation. 3270-3283 - Jiangnan Wang, Caixia Zhou, Yaping Huang:
Contour-Aware Multi-Expert Model for Ambiguous Medical Image Segmentation. 3284-3298 - Xinyue Huang, David Qin, Samuel Morais, Xing Long, Stanislav Y. Emelianov:
Photoacoustic-Strain (PAS) Imaging for Tissue Microcirculation Assessment. 3299-3310 - Yu Ming, Zihao Wu, Jie Yang, Danyi Li, Yuan Gao, Changxin Gao, Gui-Song Xia, Yuanqing Li, Li Liang, Jin-Gang Yu:
Few-Shot Learning for Annotation-Efficient Nucleus Instance Segmentation. 3311-3322 - Soodeh Kalaie, Andy Bulpitt, Alejandro F. Frangi, Ali Gooya:
An End-to-End Deep Learning Generative Framework for Refinable Shape Matching and Generation. 3323-3344 - Junlin Hou, Jilan Xu, Rui Feng, Hao Chen:
QMix: Quality-Aware Learning With Mixed Noise for Robust Retinal Disease Diagnosis. 3345-3355 - Xi Jia, Wenqi Lu, Xinxing Cheng, Jinming Duan:
Decoder-Only Image Registration. 3356-3369 - Peng Tang, Xiaoxiao Yan, Xiaobin Hu, Kai Wu, Tobias Lasser, Kuangyu Shi:
Anomaly Detection in Medical Images Using Encoder-Attention-2Decoders Reconstruction. 3370-3382 - Pengcheng Lei, Miaomiao Zhang, Faming Fang, Guixu Zhang:
Robust Deep Convolutional Dictionary Model With Alignment Assistance for Multi-Contrast MRI Super-Resolution. 3383-3396 - Xiuzhen Guo, Lianyuan Yu, Ji Shi, Hongxiao Wang, Jiangyuan Zhao, Rongguo Zhang, Hongwei Li, Na Lei:
Optimal Transport and Central Moment Consistency Regularization for Semi-Supervised Medical Image Segmentation. 3397-3409 - Jiancheng Yang, Rui Shi, Liang Jin, Xiaoyang Huang, Kaiming Kuang, Donglai Wei, Shixuan Gu, Jianying Liu, Pengfei Liu, Zhizhong Chai, Yongjie Xiao, Hao Chen, Liming Xu, Bang Du, Xiangyi Yan, Hao Tang, Adam M. Alessio, Gregory Holste, Jiapeng Zhang, Xiaoming Wang, Jianye He, Lixuan Che, Hanspeter Pfister, Ming Li, Bingbing Ni:
Deep Rib Fracture Instance Segmentation and Classification From CT on the RibFrac Challenge. 3410-3427 - Tingxin Hu, Weihang Zhang, Jia Guo, Huiqi Li:
Co-Pseudo Labeling and Active Selection for Fundus Single-Positive Multi-Label Learning. 3428-3438 - Yiwen Luo, Wuyang Li, Cheng Chen, Xiang Li, Tianming Liu, Tianye Niu, Yixuan Yuan:
LLM-Guided Decoupled Probabilistic Prompt for Continual Learning in Medical Image Diagnosis. 3439-3450 - Yong Feng, Jinzhu Yang, Lingzhi Tang, Song Sun, Yonghuai Wang:
Uncertainty Quantification and Quality Control for Heatmap-Based Landmark Detection Models. 3451-3463 - Kapil Gangwar, Robert S. C. Winter, Fatemeh Modares Sabzevari, Gary Chien-Yi Chen, Kevin Khee-Meng Chan, Karumudi Rambabu:
Monitoring Knee Health: Ultra-Wideband Radar Imaging for Early Detection of Osteoarthritis. 3464-3475 - Zibo Xu, Qiang Li, Weizhi Nie, Weijie Wang, Anan Liu:
Structure Causal Models and LLMs Integration in Medical Visual Question Answering. 3476-3489 - Ge Zhang, Mathis Vert, Mohamed Nouhoum, Esteban Rivera, Nabil Haidour, Anatole Jimenez, Thomas Deffieux, Simon Barral, Pascal Hersen, Sophie Pezet, Claire Rabut, Mikhail G. Shapiro, Mickaël Tanter:
Amplitude-Modulated Singular Value Decomposition for Ultrafast Ultrasound Imaging of Gas Vesicles. 3490-3501
Volume 44, Number 9, September 2025
- Chi Zhang, Qizhi Yang, Linyu Fan, Shaocong Yu, Liyan Sun, Congbo Cai, Xinghao Ding:
Toward Better Generalization Using Synthetic Data: A Domain Adaptation Framework for T2 Mapping via Multiple Overlapping-Echo Acquisition. 3504-3514 - Ning Bi, Arezoo Zakeri, Yan Xia, Nina Cheng, Alejandro F. Frangi, Ali Gooya:
SegMorph: Concurrent Motion Estimation and Segmentation for Cardiac MRI Sequences. 3515-3528 - Yuyang Wang, Xiaomo Liu, Liang Li:
Metal Artifacts Reducing Method Based on Diffusion Model Using Intraoral Optical Scanning Data for Dental Cone-Beam CT. 3529-3538 - Wanyu Bian, Albert Jang, Liping Zhang, Xiaonan Yang, Zachary Stewart, Fang Liu:
Diffusion Modeling With Domain-Conditioned Prior Guidance for Accelerated MRI and qMRI Reconstruction. 3539-3551 - Mengting Luo, Nan Zhou, Tao Wang, Linchao He, Wang Wang, Hu Chen, Peixi Liao, Yi Zhang:
Bi-Constraints Diffusion: A Conditional Diffusion Model With Degradation Guidance for Metal Artifact Reduction. 3552-3562 - Ziru Lu, Yizhe Zhang, Yi Zhou, Ye Wu, Tao Zhou:
Domain-Interactive Contrastive Learning and Prototype-Guided Self-Training for Cross-Domain Polyp Segmentation. 3563-3573 - Alessandro Fontanella, Grant Mair, Joanna M. Wardlaw, Emanuele Trucco, Amos J. Storkey:
Diffusion Models for Counterfactual Generation and Anomaly Detection in Brain Images. 3574-3585 - Linchao He, Wenchao Du, Peixi Liao, Fenglei Fan, Hu Chen, Hongyu Yang, Yi Zhang:
Solving Zero-Shot Sparse-View CT Reconstruction With Variational Score Solver. 3586-3599 - Can Deniz Bezek, Maxim Haas, Richard Rau, Orcun Goksel:
Learning the Imaging Model of Speed-of-Sound Reconstruction via a Convolutional Formulation. 3600-3609 - Feiyang Liao, Yufei Tang, Qiang Du, Jiping Wang, Ming Li, Jian Zheng:
Domain Progressive Low-Dose CT Imaging Using Iterative Partial Diffusion Model. 3610-3628 - Shuo Han, Yongshun Xu, Dayang Wang, Bahareh Morovati, Li Zhou, Jonathan S. Maltz, Ge Wang, Hengyong Yu:
Physics-Informed Score-Based Diffusion Model for Limited-Angle Reconstruction of Cardiac Computed Tomography. 3629-3640 - Kai Zhang, Geng Chen, Shijie Huang, Fangmei Zhu, Zhongxiang Ding, Dinggang Shen:
Development-Driven Diffusion Model for Longitudinal Prediction of Fetal Brain MRI With Unpaired Data. 3641-3653 - Hasan Atakan Bedel, Tolga Çukur:
DreaMR: Diffusion-Driven Counterfactual Explanation for Functional MRI. 3654-3669 - Zheyuan Zhang, Lanhong Yao, Bin Wang, Debesh Jha, Gorkem Durak, Elif Keles, Alpay Medetalibeyoglu, Ulas Bagci:
DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model. 3670-3682 - Diogo Filipe Silva, Sebastian Reinartz, Thomas Muders, Karin Wodack, Christian Putensen, Robert Siepmann, Benjamin Hentze, Steffen Leonhardt:
Contrast-Enhanced EIT Robustly Tracks Regional Lung Perfusion Compared to Non-Enhanced EIT and Pulmonary CT. 3683-3693 - Matthew Tivnan, Jacopo Teneggi, Tzu-Cheng Lee, Ruoqiao Zhang, Kirsten Boedeker, Liang Cai, Grace J. Gang, Jeremias Sulam, J. Webster Stayman:
Fourier Diffusion Models: A Method to Control MTF and NPS in Score-Based Stochastic Image Generation. 3694-3704 - Luhui Cai, Weiming Zeng, Hongyu Chen, Hua Zhang, Yueyang Li, Yu Feng, Hongjie Yan, Lingbin Bian, Wai Ting Siok, Nizhuan Wang:
MM-GTUNets: Unified Multi-Modal Graph Deep Learning for Brain Disorders Prediction. 3705-3716 - Ben Wiesel, Shlomi Arnon:
Space-Time Encoded Modulation for High-Fidelity Diffuse Optical Imaging. 3717-3726 - Jiaxin Zhuang, Linshan Wu, Qiong Wang, Peng Fei, Varut Vardhanabhuti, Lin Luo, Hao Chen:
MiM: Mask in Mask Self-Supervised Pre-Training for 3D Medical Image Analysis. 3727-3740 - Zihan Cheng, Jintao Guo, Jian Zhang, Lei Qi, Luping Zhou, Yinghuan Shi, Yang Gao:
Mamba-Sea: A Mamba-Based Framework With Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation. 3741-3755 - Minghao Han, Linhao Qu, Dingkang Yang, Xukun Zhang, Xiaoying Wang, Lihua Zhang:
MSCPT: Few-Shot Whole Slide Image Classification With Multi-Scale and Context-Focused Prompt Tuning. 3756-3769 - Ziwang Xu, Lanqing Guo, Satoshi Tsutsui, Shuyan Zhang, Alex C. Kot, Bihan Wen:
Digital Staining With Knowledge Distillation: A Unified Framework for Unpaired and Paired-but-Misaligned Data. 3770-3782 - Jun Li, Yijue Zhang, Haibo Shi, Minhong Li, Qiwei Li, Xiaohua Qian:
A Dual-Task Synergy-Driven Generalization Framework for Pancreatic Cancer Segmentation in CT Scans. 3783-3794 - Theodoros P. Vagenas, Maria Vakalopoulou, Christos Sachpekidis, Antonia Dimitrakopoulou-Strauss, George K. Matsopoulos:
Representation Learning in PET Scans Enhanced by Semantic and 3D Position Specific Characteristics. 3795-3808 - Xinrui Song, Xuanang Xu, Jiajin Zhang, Diego Machado Reyes, Pingkun Yan:
DINO-Reg: Efficient Multimodal Image Registration With Distilled Features. 3809-3819 - Sooyong Chae, Tongyu Huang, Omar Rodríguez-Núñez, Théotim Lucas, Jean-Charles Vanel, Jérémy Vizet, Angelo Pierangelo, Gennadii Piavchenko, Tsanislava Genova, Ajmal Ajmal, Jessica C. Ramella-Roman, Alexander Doronin, Hui Ma, Tatiana Novikova:
Machine Learning Approach to 3×4 Mueller Polarimetry for Complete Reconstruction of Diagnostic Polarimetric Images of Biological Tissues. 3820-3831 - Yuzhu He, Chunfeng Lian, Ruyi Xiao, Fangmao Ju, Chao Zou, Zongben Xu, Jianhua Ma:
Anatomy-Aware Deep Unrolling for Task-Oriented Acceleration of Multi-Contrast MRI. 3832-3844 - Zhanqiang Guo, Zimeng Tan, Jianjiang Feng, Jie Zhou:
VesselDiffusion: 3D Vascular Structure Generation Based on Diffusion Model. 3845-3857 - Siying Xu, Marcel Früh, Kerstin Hammernik, Andreas Lingg, Jens Kübler, Patrick Krumm, Daniel Rueckert, Sergios Gatidis, Thomas Küstner:
Self-Supervised Feature Learning for Cardiac Cine MR Image Reconstruction. 3858-3869 - Xiang Zeng, Shengwu Xiong, Jinming Xu, Guangxing Du, Yi Rong:
Uncertainty Co-Estimator for Improving Semi-Supervised Medical Image Segmentation. 3870-3881 - Yanfeng Zhou, Jiaheng Zhou, Zichen Wang, Ge Yang:
SATO: Straighten Any 3D Tubular Object. 3882-3891
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