Path and Bone-Contour Regularized Unpaired MRI-to-CT Translation
路径和骨轮廓正则化的无配对MRI到CT翻译
Teng Zhou, Jax Luo, Yuping Sun, Yiheng Tan, Shun Yao, Nazim Haouchine, Scott Raymond
机构
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School of Computer Science and Technology, Guangdong University of Technology, Guangzhou, China（计算机科学与技术学院，广东技术大学，广州，中国）
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Neurological Institute, Cleveland Clinic, OH, USA（神经医学研究院，克利夫兰医学中心，俄亥俄州，美国）
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Department of Neurosurgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China（神经外科，中山大学附属第一医院，广州，中国）
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Brigham and Women’s Hospital, Harvard Medical School, MA, USA（布里奇沃特医院，哈佛医学院，马萨诸塞州，美国）
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Department of Radiology, Medical Imaging Center, University Medical Center Groningen, University of Groningen, 9712 CP Groningen, The Netherlands（放射科，医学影像中心，格罗宁根大学医学中心，格罗宁根大学，荷兰）
From Healthy Scans to Annotated Tumors: A Tumor Fabrication Framework for 3D Brain MRI Synthesis
从健康扫描到标注肿瘤：一种用于3D脑部MRI合成的肿瘤生成框架
Nayu Dong, Townim Chowdhury, Hieu Phan, Mark Jenkinson, Johan Verjans, Zhibin Liao
机构
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Australian Institute for Machine Learning（澳大利亚机器学习研究所）
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The University of Adelaide（阿德莱德大学）
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School of Computer and Mathematical Sciences（计算机与数学科学学院）
nnActive: A Framework for Evaluation of Active Learning in 3D Biomedical Segmentation
nnActive: 一种用于评估3D生物医学分割中主动学习的框架
Carsten T. Lüth, Jeremias Traub, Kim-Celine Kahl, Till J. Bungert, Lukas Klein, Lars Krämer, Paul F. Jaeger, Fabian Isensee, Klaus Maier-Hein
机构
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German Cancer Research Center (DKFZ) Heidelberg, Division of Medical Image Computing（德国癌症研究中心（DKFZ）海德堡，医学影像计算部门）
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Helmholtz Imaging, German Cancer Research Center (DKFZ), Heidelberg, Germany（海德堡影像学，德国癌症研究中心（DKFZ），海德堡，德国）
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Faculty of Mathematics and Computer Science, University of Heidelberg, Germany（海德堡大学数学与计算机科学学院，德国）
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German Cancer Research Center (DKFZ) Heidelberg, Division of Intelligent Medical Systems（德国癌症研究中心（DKFZ）海德堡，智能医学系统部门）
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Institute for Machine Learning, ETH Zürich, Switzerland（苏黎世联邦理工学院机器学习研究所，瑞士）
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German Cancer Research Center (DKFZ) Heidelberg, Interactive Machine Learning Group（德国癌症研究中心（DKFZ）海德堡，交互式机器学习小组）
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Pattern Analysis and Learning Group, Department of Radiation Oncology, Heidelberg University Hospital, Germany（放射肿瘤学系模式分析与学习小组，海德堡大学医院，德国）
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National Center for Tumor Diseases (NCT) Heidelberg, Germany（海德堡肿瘤疾病国家中心（NCT），德国）
NeuroVascU-Net: A Unified Multi-Scale and Cross-Domain Adaptive Feature Fusion U-Net for Precise 3D Segmentation of Brain Vessels in Contrast-Enhanced T1 MRI
Mohammad Jafari Vayeghan, Niloufar Delfan, Mehdi Tale Masouleh, Mansour Parvaresh Rizi, Behzad Moshiri
机构
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School of Electrical and Computer Engineering, College of Engineering, University of Tehran（电信工程学院，工程学院，德黑兰大学）
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Department of EECS, Lassonde School of Engineering, York University（电子工程系，拉索nde工程学院，约克大学）
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Department of Neurosurgery, School of Medicine, Iran University of Medical Sciences（神经外科系，医学院，伊朗医学科学大学）
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Department of Electrical and Computer Engineering, University of Waterloo（电子工程系，滑铁库大学）
机构
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KOKONI, Moxin (Huzhou) Tech. Co., LTD（摩西（湖州）科技有限公司）
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College of Computer Science and Technology, Zhejiang University（浙江大学计算机科学与技术学院）
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School of Computer Science and Engineering, Nanjing University of Science and Technology（南京理工大学计算机科学与工程学院）
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School of Information Engineering, Huzhou University（湖州大学信息工程学院）
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School of Electrical and Electronic Engineering, Nanyang Technological University（新加坡南洋理工大学电子与电气工程学院）
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College of Computing and Data Science, Nanyang Technological University（新加坡南洋理工大学计算与数据科学学院）
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School of Information Science and Technology, University of Science and Technology of China（中国科学技术大学信息科学与技术学院）
机构
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College of Computer Science and Tech.（计算机科学与技术学院）
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National University of Defense Tech.（国防科技大学）
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Department of GI Medical Onco.（胃肠医学肿瘤科）
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TMUCIH, NCRCC（TMUCIH、NCRCC）
Automatic Multi-View X-Ray/CT Registration Using Bone Substructure Contours
自动多视角X射线/CT配准使用骨亚结构轮廓
Roman Flepp, Leon Nissen, Bastian Sigrist, Arend Nieuwland, Nicola Cavalcanti, Philipp Fürnstahl, Thomas Dreher, Lilian Calvet
机构
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University Children’s Hospital Zürich（苏黎世儿童医院大学医院）
；
University Hospital Balgrist, University of Zurich（苏黎世大学医院巴尔格里斯分院）
；
Department of Orthopedic Surgery（骨科部门）
Large-Scale Pre-training Enables Multimodal AI Differentiation of Radiation Necrosis from Brain Metastasis Progression on Routine MRI
大规模预训练使多模态AI能够区分放射性坏死与脑转移瘤进展的常规MRI
Ahmed Gomaa, Annette Schwarz, Ludwig Singer, Arnd Dörfler, Matthias Stefan May, Pluvio Stephan, Ishita Sheth, Juliane Szkitsak, Katharina Breininger, Yixing Huang, Benjamin Frey, Oliver Schnell, Daniel Delev, Roland Coras, Daniel Höfler, Philipp Schubert, Jenny Stritzelberger, Sabine Semrau, Andreas Maier, Dieter H Heiland, Udo S. Gaipl, Andrea Wittig, Rainer Fietkau, Christoph Bert, Stefanie Corradini, Florian Putz
HyM-UNet: Synergizing Local Texture and Global Context via Hybrid CNN-Mamba Architecture for Medical Image Segmentation
HyM-UNet: 通过混合CNN-Mamba架构协同局部纹理和全局上下文进行医学图像分割
Haodong Chen, Xianfei Han, Qwen
机构
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School of Information and Communication Engineering, Beijing University of Posts and Communications (BUPT)（信息与通信工程学院，北京邮电大学）
；
Alibaba Cloud AI Labs（阿里云人工智能实验室）
In-vivo imaging with a low-cost MRI scanner and cloud data processing in low-resource settings
在低资源环境中使用低成本MRI扫描仪和云数据处理进行体内成像
Teresa Guallart-Naval, Robert Asiimwe, Patricia Tusiime, Mary A. Nassejje, Leo Kinyera, Lemi Robin, Maureen Nayebare, Luiz G. C. Santos, Marina Fernández-García, Lucas Swistunow, José M. Algarín, John Stairs, Michael Hansen, Ronald Amodoi, Andrew Webb, Joshua Harper, Steven J. Schiff, Johnes Obungoloch, Joseba Alonso
Linear Algebraic Approaches to Neuroimaging Data Compression: A Comparative Analysis of Matrix and Tensor Decomposition Methods for High-Dimensional Medical Images
Extreme Cardiac MRI Analysis under Respiratory Motion: Results of the CMRxMotion Challenge
极端呼吸运动下的心脏MRI分析：CMRxMotion挑战结果
Kang Wang, Chen Qin, Zhang Shi, Haoran Wang, Xiwen Zhang, Chen Chen, Cheng Ouyang, Chengliang Dai, Yuanhan Mo, Chenchen Dai, Xutong Kuang, Ruizhe Li, Xin Chen, Xiuzheng Yue, Song Tian, Alejandro Mora-Rubio, Kumaradevan Punithakumar, Shizhan Gong, Qi Dou, Sina Amirrajab, Yasmina Al Khalil, Cian M. Scannell, Lexiaozi Fan, Huili Yang, Xiaowu Sun, Rob van der Geest, Tewodros Weldebirhan Arega, Fabrice Meriaudeau, Caner Özer, Amin Ranem, John Kalkhof, İlkay Öksüz, Anirban Mukhopadhyay, Abdul Qayyum, Moona Mazher, Steven A Niederer, Carles Garcia-Cabrera, Eric Arazo, Michal K. Grzeszczyk, Szymon Płotka, Wanqin Ma, Xiaomeng Li, Rongjun Ge, Yongqing Kou, Xinrong Chen, He Wang, Chengyan Wang, Wenjia Bai, Shuo Wang
机构
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Digital Medical Research Center, School of Basic Medical Sciences, Fudan University, Shanghai, Shanghai 200032, China
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Shanghai Key Laboratory of MICCAI, Fudan University, Shanghai, Shanghai 200032, China
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Department of Electrical
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Electronic Engineering \& I-X, Imperial College London, London, London SW7 2AZ, United Kingdom
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Department of Radiology, Zhongshan Hospital Affiliated to Fudan University, Shanghai, Shanghai 200032, China
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Department of Computing, Imperial College London, London, London SW7 2AZ, United Kingdom
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School of Computer Science, University of Sheffield, Sheffield, S1 4DP, United Kingdom
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Department of Engineering Science, University of Oxford, Oxford, OX2 0ES, United Kingdom
；
Shanghai Pudong Hospital
；
Human Phenome Institute, Fudan University, Shanghai, 201203, China
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School of Computer Science, University of Nottingham, Nottingham, NG8 1BB, United Kingdom
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Diagnostic Imaging, University of Alberta, Edmonton, AB T6G 1K4, Canada
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Department of Computer Science
；
Engineering, The Chinese University of Hong Kong, Hong Kong, Hong Kong 000000, China
；
The D-Lab, Department of Precision Medicine, GROW - Research Institute for Oncology
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Reproduction, Maastricht University, 6220 MD Maastricht, The Netherlands
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Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven 5612 AZ, The Netherlands
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Department of Radiology, Northwestern University, 737 N. Michigan Ave, Suite 1600, Chicago 60611, United States
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United Imaging Research, 393 Middle Huaxia Road, Pudong, Shanghai 201210, China
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Division of Image Processing, Department of Radiology, Leiden University Medical Center, PO Box 9600, Leiden 2300 RC, The Netherlands
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Université Bourgogne Europe, CNRS, ICMUB UMR 6302, 21000 Dijon, France
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Istanbul Technical University, Maslak, 34467, İstanbul, Türkiye
；
Computer Science, Technical University of Darmstadt, Karolinenpl. 5, 64289 Darmstadt, Germany
；
Lung Institute, Faculty of Medicine, Imperial College London, Guy Scadding Building, Cale Street, London, SW3 6LY,United Kingdom
；
Hawkes Institute, Department of Computer Science, University College London, 66-72 Gower St, London, United Kingdom
；
School of Medicine, University College Dublin, Belfield, Dublin, D04 V1W8, Ireland
；
CeADAR: Ireland's Centre for AI, University College Dublin, Belfield, Dublin, D04 V1W8, Ireland
；
Sano Centre for Computational Medicine, Czarnowiejska 36, 30-054, Krakow, Poland
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Faculty of Mathematics
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Computer Science, Jagiellonian University, S. Łojasiewicza 6, Krakow, Poland
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Department of Electronic
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Computer Engineering, The Hong Kong University of Science
；
School of Instrument Science
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Engineering, Southeast University, Nanjing, Nanjing 210096, China
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College of Artificial Intelligence, Nanjing University of Aeronautics
；
Academy for Engineering
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Technology, Fudan University, Shanghai, Shanghai 200433, China
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College of Biomedical Engineering, Fudan University, Shanghai, Shanghai 200433, China
；
Institute of Science
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Technology for Brain-inspired Intelligence, Fudan University, Shanghai, Shanghai 200433, China
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Department of Brain Sciences, Imperial College London, London, London SW7 2AZ, United Kingdom
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Data Science Institute, Imperial College London, London, London SW7 2AZ, United Kingdom
Jiaqi Guo, Santiago Lopez-Tapia, Wing Shun Li, Yunan Wu, Marcelo Carignano, Martin Kröger, Vinayak P. Dravid, Igal Szleifer, Vadim Backman, Aggelos K. Katsaggelos
机构
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Department of Electrical and Computer Engineering, Northwestern University（电气与计算机工程系，西北大学）
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Department of Materials Science and Engineering, Northwestern University（材料科学与工程系，西北大学）
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Applied Physics Program, Northwestern University（应用物理项目，西北大学）
机构
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Faculty of Computer Science, AGH University of Krakow（计算机科学系，克拉科夫AGH大学）
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Department of Informatics, Universitas Pembangunan Nasional Veteran Yogyakarta（信息系，全国 veterans 大学 Yogya 市）
CommentsThe authors wish to withdraw this manuscript as it requires major revisions that substantially change the methodology and conclusions. A significantly updated version of this work may be submitted elsewhere at a later date. Thank you for your understanding
A Novel Dual-Stream Framework for dMRI Tractography Streamline Classification with Joint dMRI and fMRI Data
一种用于结合dMRI和fMRI数据的新型双流框架用于dMRI束追踪分类
Haotian Yan, Bocheng Guo, Jianzhong He, Nir A. Sochen, Ofer Pasternak, Lauren J O'Donnell, Fan Zhang
机构
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University of Electronic Science and Technology of China（电子科技大学）
；
Zhejiang University of Technology（浙江工业大学）
；
University of Tel Aviv（特拉维夫大学）
；
Harvard Medical School（哈佛医学院）
ERANet: Edge Replacement Augmentation for Semi-Supervised Meniscus Segmentation with Prototype Consistency Alignment and Conditional Self-Training
ERANet：边缘替换增强用于半监督半月板分割的原型一致性对齐与条件自训练
Siyue Li, Yongcheng Yao, Junru Zhong, Shutian Zhao, Fan Xiao, Tim-Yun Michael Ong, Ki-Wai Kevin Ho, James F. Griffith, Yudong Zhang, Shuihua Wang, Jin Hong, Weitian Chen
