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A Novel Spatio-temporal Hub Identification in Brain Networks by Learning Dynamic Graph Embedding on Grassmannian Manifolds IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-11-19 Defu Yang, Hui Shen, Minghan Chen, Shuai Wang, Jiazhou Chen, Hongmin Cai, Xueli Chen, Guorong Wu, Wentao Zhu
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Pyramid Network with Quality-Aware Contrastive Loss for Retinal Image Quality Assessment IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-11-18 Guanghui Yue, Shaoping Zhang, Tianwei Zhou, Bin Jiang, Weide Liu, Tianfu Wang
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SegAnyPath: A Foundation Model for Multi-resolution Stain-variant and Multi-task Pathology Image Segmentation IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-11-18 Chong Wang, Yajie Wan, Shuxin Li, Kaili Qu, Xuezhi Zhou, Junjun He, Jing Ke, Yi Yu, Tianyun Wang, Yiqing Shen
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Individual Graph Representation Learning for Pediatric Tooth Segmentation from Dental CBCT IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-11-18 Yusheng Liu, Shu Zhang, Xiyi Wu, Tao Yang, Yuchen Pei, Huayan Guo, Yuxian Jiang, Zhien Feng, Wen Xiao, Yu-Ping Wang, Lisheng Wang
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Development-driven Diffusion Model for Longitudinal Prediction of Fetal Brain MRI with Unpaired Data IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-11-13 Kai Zhang, Geng Chen, Shijie Huang, Fangmei Zhu, Zhongxiang Ding, Dinggang Shen
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Integration of Multi-Source Medical Data for Medical Diagnosis Question Answering IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-11-13 Qi Peng, Jiankun Liu, Quan Zou, Xing Chen, Zheng Zhong, Zefeng Wang, Jiayuan Xie, Yi Cai, Qing Li
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UC-NeRF: Uncertainty-aware Conditional Neural Radiance Fields from Endoscopic Sparse Views IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-11-12 Jiaxin Guo, Jiangliu Wang, Ruofeng Wei, Di Kang, Qi Dou, Yun-hui Liu
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AASeg: Artery-aware Global-to-Local Framework for Aneurysm Segmentation in Head and Neck CTA Images IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-11-11 Linlin Yao, Dongdong Chen, Xiangyu Zhao, Manman Fei, Zhiyun Song, Zhong Xue, Yiqiang Zhan, Bin Song, Feng Shi, Qian Wang, Dinggang Shen
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Randomness-restricted Diffusion Model for Ocular Surface Structure Segmentation IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-11-11 Xinyu Guo, Han Wen, Huaying Hao, Yifan Zhao, Yanda Meng, Jiang Liu, Yalin Zheng, Wei Chen, Yitian Zhao
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Physics-informed Score-based Diffusion Model for Limited-angle Reconstruction of Cardiac Computed Tomography IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-11-08 Shuo Han, Yongshun Xu, Dayang Wang, Bahareh Morovati, Li Zhou, Jonathan S. Maltz, Ge Wang, Hengyong Yu
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A Learnable Prior Improves Inverse Tumor Growth Modeling IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-11-08 Jonas Weidner, Ivan Ezhov, Michal Balcerak, Marie-Christin Metz, Sergey Litvinov, Sebastian Kaltenbach, Leonhard Feiner, Laurin Lux, Florian Kofler, Jana Lipkova, Jonas Latz, Daniel Rueckert, Bjoern Menze, Benedikt Wiestler
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Estimation of Stiffness Maps in Deforming Cells Through Optical Flow with Bounded Curvature IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-11-08 Yekta Kesenci, Aleix Boquet-Pujadas, Michael Unser, Jean-Christophe Olivo-Marin
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SAMCT: Segment Any CT Allowing Labor-Free Task-Indicator Prompts IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-11-07 Xian Lin, Yangyang Xiang, Zhehao Wang, Kwang-Ting Cheng, Zengqiang Yan, Li Yu
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BronchoTrack: Airway Lumen Tracking for Branch-Level Bronchoscopic Localization IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-11-07 Qingyao Tian, Huai Liao, Xinyan Huang, Bingyu Yang, Jinlin Wu, Jian Chen, Lujie Li, Hongbin Liu
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Domain Progressive Low-dose CT Imaging using Iterative Partial Diffusion Model IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-11-07 Feiyang Liao, Yufei Tang, Qiang Du, Jiping Wang, Ming Li, Jian Zheng
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Towards Integrating Federated Learning with Split Learning via Spatio-temporal Graph Framework for Brain Disease Prediction IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-11-07 Junbin Mao, Jin Liu, Xu Tian, Yi Pan, Emanuele Trucco, Hanhe Lin
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Building a Synthetic Vascular Model: Evaluation in an Intracranial Aneurysms Detection Scenario IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-11-06 Rafic Nader, Florent Autrusseau, Vincent L’Allinec, Romain Bourcier
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FAMF-Net: Feature Alignment Mutual Attention Fusion with Region Awareness for Breast Cancer Diagnosis via Imbalanced Data IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-11-05 Yiyao Liu, Jinyao Li, Cheng Zhao, Yongtao Zhang, Qian Chen, Jing Qin, Lei Dong, Tianfu Wang, Wei Jiang, Baiying Lei
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Corrections to “Contrastive Graph Pooling for Explainable Classification of Brain Networks” IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-11-04 Jiaxing Xu, Qingtian Bian, Xinhang Li, Aihu Zhang, Yiping Ke, Miao Qiao, Wei Zhang, Wei Khang Jeremy Sim, Balázs Gulyás
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Multi-Center Fetal Brain Tissue Annotation (FeTA) Challenge 2022 Results IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-10-30 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 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
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Editorial IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-10-28 Dong Liang, Daniel Rueckert, Ge Wang, Tolga Cukur, Hengyong Yu
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ShapeMed-Knee: A Dataset and Neural Shape Model Benchmark for Modeling 3D Femurs IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-10-25 Anthony A. Gatti, Louis Blankemeier, Dave Van Veen, Brian Hargreaves, Scott L. Delp, Garry E. Gold, Feliks Kogan, Akshay S. Chaudhari
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Asynchronous Functional Brain Network Construction with Spatiotemporal Transformer for MCI Classification IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-10-24 Jianjia Zhang, Xiaotong Wu, Xiang Tang, Luping Zhou, Lei Wang, Weiwen Wu, Dinggang Shen
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Time-resolved Laser Speckle Contrast Imaging (TR-LSCI) of Cerebral Blood Flow IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-10-24 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
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Grade-Skewed Domain Adaptation via Asymmetric Bi-Classifier Discrepancy Minimization for Diabetic Retinopathy Grading IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-10-23 Yuan Ma, Yang Gu, Shuai Guo, Xin Qin, Shijie Wen, Nianfeng Shi, Weiwei Dai, Yiqiang Chen
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CoD-MIL: Chain-of-Diagnosis Prompting Multiple Instance Learning for Whole Slide Image Classification IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-10-23 Jiangbo Shi, Chen Li, Tieliang Gong, Chunbao Wang, Huazhu Fu
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Disease-informed Adaptation of Vision-Language Models IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-10-21 Jiajin Zhang, Ge Wang, Mannudeep K. Kalra, Pingkun Yan
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Effective Semi-Supervised Medical Image Segmentation with Probabilistic Representations and Prototype Learning IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-10-21 Yuchen Yuan, Xi Wang, Xikai Yang, Pheng-Ann Heng
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FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Segmentation IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-10-18 Li Lin, Yixiang Liu, Jiewei Wu, Pujin Cheng, Zhiyuan Cai, Kenneth K. Y. Wong, Xiaoying Tang
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DPI-MoCo: Deep Prior Image Constrained Motion Compensation Reconstruction for 4D CBCT IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-10-18 Dianlin Hu, ChenCheng Zhang, Xuanjia Fei, Yi Yao, Yan Xi, Jin Liu, Yikun Zhang, Gouenou Coatrieux, Jean Louis Coatrieux, Yang Chen
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STARTS: A self-adapted spatio-temporal framework for automatic E/MEG source imaging IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-10-18 Zhao Feng, Cuntai Guan, Ruifeng Zheng, Yu Sun
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Core-Periphery Multi-Modality Feature Alignment for Zero-Shot Medical Image Analysis IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-10-17 Xiaowei Yu, Lu Zhang, Zihao Wu, Dajiang Zhu
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MRI Super-Resolution with Partial Diffusion Models IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-10-17 Kai Zhao, Kaifeng Pang, Alex Ling Yu Hung, Haoxin Zheng, Ran Yan, Kyunghyun Sung
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Learning the Imaging Model of Speed-of-Sound Reconstruction via a Convolutional Formulation IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-10-14 Can Deniz Bezek, Maxim Haas, Richard Rau, Orcun Goksel
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CQformer: Learning Dynamics Across Slices in Medical Image Segmentation IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-10-10 Shengjie Zhang, Xin Shen, Xiang Chen, Ziqi Yu, Bohan Ren, Haibo Yang, Xiao-Yong Zhang, Yuan Zhou
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Non-invasive Deep-Brain Imaging with 3D Integrated Photoacoustic Tomography and Ultrasound Localization Microscopy (3D-PAULM) IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-10-09 Yuqi Tang, Nanchao Wang, Zhijie Dong, Matthew Lowerison, Angela Del Aguila, Natalie Johnston, Tri Vu, Chenshuo Ma, Yirui Xu, Wei Yang, Pengfei Song, Junjie Yao
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GlandSAM: Injecting Morphology Knowledge into Segment Anything Model for Label-free Gland Segmentation IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-10-08 Qixiang Zhang, Yi Li, Cheng Xue, Haonan Wang, Xiaomeng Li
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Solving Zero-Shot Sparse-View CT Reconstruction With Variational Score Solver IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-10-07 Linchao He, Wenchao Du, Peixi Liao, Fenglei Fan, Hu Chen, Hongyu Yang, Yi Zhang
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Morphology-based non-rigid registration of coronary computed tomography and intravascular images through virtual catheter path optimization IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-10-07 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 R. Nezami
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Unleash the Power of State Space Model for Whole Slide Image with Local Aware Scanning and Importance Resampling IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-10-07 Yanyan Huang, Weiqin Zhao, Yu Fu, Lingting Zhu, Lequan Yu
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GobletNet: Wavelet-Based High-Frequency Fusion Network for Semantic Segmentation of Electron Microscopy Images IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-10-04 Yanfeng Zhou, Lingrui Li, Chenlong Wang, Le Song, Ge Yang
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A gradient-based approach to fast and accurate head motion compensation in cone-beam CT IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-10-04 Mareike Thies, Fabian Wagner, Noah Maul, Haijun Yu, Manuela Goldmann Meier, Linda-Sophie Schneider, Mingxuan Gu, Siyuan Mei, Lukas Folle, Alexander Preuhs, Michael Manhart, Andreas Maier
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Geometry-Aware Attenuation Learning for Sparse-View CBCT Reconstruction IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-10-04 Zhentao Liu, Yu Fang, Changjian Li, Han Wu, Yuan Liu, Dinggang Shen, Zhiming Cui
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AttriPrompter: Auto-Prompting with Attribute Semantics for Zero-shot Nuclei Detection via Visual-Language Pre-trained Models. IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-10-03 Yongjian Wu, Yang Zhou, Jiya Saiyin, Bingzheng Wei, Maode Lai, Jianzhong Shou, Yan Xu
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SPIRiT-Diffusion: Self-Consistency Driven Diffusion Model for Accelerated MRI IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-10-03 Zhuo-Xu Cui, Chentao Cao, Yue Wang, Sen Jia, Jing Cheng, Xin Liu, Hairong Zheng, Dong Liang, Yanjie Zhu
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Multi-Organ Foundation Model for Universal Ultrasound Image Segmentation with Task Prompt and Anatomical Prior IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-10-03 Haobo Chen, Yehua Cai, Changyan Wang, Lin Chen, Bo Zhang, Hong Han, Yuqing Guo, Hong Ding, Qi Zhang
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Three-Dimensional Variable Slab-Selective Projection Acquisition Imaging IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-09-30 Jinil Park, Taehoon Shin, Jang-Yeon Park
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Learning with Explicit Shape Priors for Medical Image Segmentation IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-09-27 Xin You, Junjun He, Jie Yang, Yun Gu
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DC2T: Disentanglement-Guided Consolidation and Consistency Training for Semi-Supervised Cross-Site Continual Segmentation IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-09-27 Jingyang Zhang, Jialun Pei, Dunyuan Xu, Yueming Jin, Pheng-Ann Heng
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Integrating Eye Tracking with Grouped Fusion Networks for Semantic Segmentation on Mammogram Images IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-09-27 Jiaming Xie, Qing Zhang, Zhiming Cui, Chong Ma, Yan Zhou, Wenping Wang, Dinggang Shen
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Leveraging Input-Level Feature Deformation with Guided-Attention for Sulcal Labeling IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-09-26 Seungeun Lee, Seunghwan Lee, Ethan H. Willbrand, Benjamin J. Parker, Silvia A. Bunge, Kevin S. Weiner, Ilwoo Lyu
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Translation Consistent Semi-supervised Segmentation for 3D Medical Images IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-09-26 Yuyuan Liu, Yu Tian, Chong Wang, Yuanhong Chen, Fengbei Liu, Vasileios Belagiannis, Gustavo Carneiro
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UTSRMorph: A Unified Transformer and Superresolution Network for Unsupervised Medical Image Registration IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-09-25 Runshi Zhang, Hao Mo, Junchen Wang, Bimeng Jie, Yang He, Nenghao Jin, Liang Zhu
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Source Imaging Method based on Spatial Smoothing and Edge Sparsity (SISSES) and Its Application to OPM-MEG IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-09-25 Wen Li, Nan An, Fuzhi Cao, Wenli Wang, Chunhui Wang, Weinan Xu, Yang Gao, Xiaolin Ning
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An Explainable Unified Framework of Spatio-Temporal Coupling Learning with Application to Dynamic Brain Functional Connectivity Analysis IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-09-25 Bin Gao, Aiju Yu, Chen Qiao, Vince D. Calhoun, Julia M. Stephen, Tony W. Wilson, Yu-Ping Wang
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Enhanced Multimodal Low-rank Embedding based Feature Selection Model for Multimodal Alzheimer’s Disease Diagnosis IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-09-20 Zhi Chen, Yongguo Liu, Yun Zhang, Jiajing Zhu, Qiaoqin Li, Xindong Wu
Identification of Alzheimer's disease (AD) with multimodal neuroimaging data has been receiving increasing attention. However, the presence of numerous redundant features and corrupted neuroimages within multimodal datasets poses significant challenges for existing methods. In this paper, we propose a feature selection method named Enhanced Multimodal Low-rank Embedding (EMLE) for multimodal AD diagnosis
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IPNet: An Interpretable Network with Progressive Loss for Whole-stage Colorectal Disease Diagnosis IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-09-19 Junhu Fu, Ke Chen, Qi Dou, Yun Gao, Yiping He, Pinghong Zhou, Shengli Lin, Yuanyuan Wang, Yi Guo
Colorectal cancer plays a dominant role in cancer-related deaths, primarily due to the absence of obvious early-stage symptoms. Whole-stage colorectal disease diagnosis is crucial for assessing lesion evolution and determining treatment plans. However, locality difference and disease progression lead to intra-class disparities and inter-class similarities for colorectal lesion representation. In addition
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Physics-Informed DeepMRI: k-Space Interpolation Meets Heat Diffusion IEEE Trans. Med. Imaging (IF 8.9) Pub Date : 2024-09-18 Zhuo-Xu Cui, Congcong Liu, Xiaohong Fan, Chentao Cao, Jing Cheng, Qingyong Zhu, Yuanyuan Liu, Sen Jia, Haifeng Wang, Yanjie Zhu, Yihang Zhou, Jianping Zhang, Qiegen Liu, Dong Liang
Recently, diffusion models have shown considerable promise for MRI reconstruction. However, extensive experimentation has revealed that these models are prone to generating artifacts due to the inherent randomness involved in generating images from pure noise. To achieve more controlled image reconstruction, we reexamine the concept of interpolatable physical priors in k-space data, focusing specifically