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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 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 C. 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
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