Virtual Patients, Real Gains: Digital Twin-Based Simulated CT for Multitask Lung Nodule Analysis
虚拟患者，真实获益：基于数字孪生的模拟CT用于多任务肺结节分析
Fakrul Islam Tushar, Lavsen Dahal, Paul Segars, Joseph Y. Lo
机构
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Center for Virtual Imaging trials, Dept. of Radiology, Duke University Medical Center（虚拟成像中心，放射科，杜克大学医学中心）
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Dept. of Electrical and Computer Engineering, Pratt School of Engineering, Duke University（电气与计算机工程系，工程学院，杜克大学）
CommentsThis preprint has not undergone peer review or any post-submission improvements or corrections. The Version of Record of this contribution is published in 30th Annual Conference on Medical Image Understanding and Analysis, MIUA 2026. Code is available at https://github.com/oliverjm1/mri_normalisation. Updated to include acknowledgements and funding information
机构
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Nanchang University（南昌大学）
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Chinese Academy of Sciences（中国科学院）
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Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences（中国科学院深圳先进技术研究院）
OsteoFlow: Lyapunov-Guided Flow Distillation for Predicting Bone Remodeling after Mandibular Reconstruction
OsteoFlow: 基于Lyapunov引导的流式蒸馏用于预测下颌重建后的骨重塑
Hamidreza Aftabi, Faye Yu, Brooke Switzer, Zachary Fishman, Eitan Prisman, Antony Hodgson, Cari Whyne, Sidney Fels, Michael Hardisty
机构
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Department of Electrical and Computer Engineering, University of British Columbia, Canada（电气与计算机工程系，不列颠哥伦比亚大学，加拿大）
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Department of Mechanical Engineering, University of British Columbia, Canada（机械工程系，不列颠哥伦比亚大学，加拿大）
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Department of Surgery, University of British Columbia, Canada（外科系，不列颠哥伦比亚大学，加拿大）
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Sunnybrook Research Institute, University of Toronto, Canada（阳光医院研究学院，多伦多大学，加拿大）
MalariAI: A Label-Resilient Decoupled Framework for Annotation-Agnostic Cell Segmentation and Explainable Stage Classification in Dense Malaria Blood Smears
MalariAI: 一种用于密集疟疾血涂片中通用细胞分割和可解释分期分类的标签鲁棒解耦框架
Kaysarul Anas Apurba, Md Hasibul Hasan, Mohammed Ali, Tanzilur Rahman
A Deployment-Friendly Foundational Framework for Efficient Computational Pathology
一种适用于部署的高效计算病理学基础框架
Yu Cai, Cheng Jin, Zhengyu Zhang, Jiabo Ma, Fengtao Zhou, Yingxue Xu, Zhengrui Guo, Yihui Wang, Zhengyu Zhang, Ling Liang, Yonghao Tan, Pingcheng Dong, Du Cai, On Ki Tang, Chenglong Zhao, Zhijian Cen, Ying Tan, Xi Wang, Can Yang, Yali Xu, Jing Cui, Zhenhui Li, Ronald Cheong Kin Chan, Yueping Liu, Feng Gao, Xiuming Zhang, Li Liang, Hao Chen, Kwang-Ting Cheng
机构
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Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology（电子与计算机工程系，香港科学与技术大学）
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Department of Computer Science and Engineering, The Hong Kong University of Science and Technology（计算机科学与工程系，香港科学与技术大学）
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Department of Pathology, Nanfang Hospital, School of Basic Medical Sciences, Southern Medical University（病理学系，南芳医院，南方医科大学）
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Guangdong Province Key Laboratory of Molecular Tumor Pathology（广东省分子肿瘤病理学重点实验室）
；
Jinfeng Laboratory, Chongqing, China（锦峰实验室，重庆，中国）
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Department of General Surgery (Colorectal Surgery), The Sixth Affiliated Hospital, Sun Yat-sen University（普外科（结直肠外科），中山大学第六附属医院）
机构
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National Engineering Research Center for Multimedia Software, School of Computer Science, Wuhan University（国家多媒体软件工程技术研究中心，武汉大学计算机学院）
；
College of Computing and Data Science, Nanyang Technological University（computing and Data Science学院，南洋理工大学）
