Test-time generative augmentation for medical image segmentation
测试时生成增强用于医学图像分割
Xiao Ma, Yuhui Tao, Zetian Zhang, Yuhan Zhang, Xi Wang, Sheng Zhang, Zexuan Ji, Yizhe Zhang, Qiang Chen, Guang Yang
机构
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organization= School of Computer Science
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Engineering, Nanjing University of Science
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organization= Bioengineering Department
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Imperial-X, Imperial College London , city= London , postcode= W12 7SL , country= UK
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organization= Digital Medical Research Center, School of Basic Medical Sciences, Fudan University , city= Shanghai , country= China
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organization= Shanghai Key Laboratory of MICCAI , city= Shanghai , country= China
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organization= School of Biomedical Engineering, Shenzhen University , city= Shenzhen , country= China
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organization= Department of Computer Science
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Engineering, The Hong Kong University of Science
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Engineering, The Chinese University of Hong Kong , city= Hong Kong , country= China
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Lung Institute, Imperial College London , city= London , postcode= SW7 2AZ , country= UK
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organization= Cardiovascular Research Centre, Royal Brompton Hospital , city= London , postcode= SW3 6NP , country= UK
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organization= School of Biomedical Engineering \& Imaging Sciences, King's College London , city= London , postcode= WC2R 2LS , country= UK
MOIS-SAM2: Exemplar-based Segment Anything Model 2 for multilesion interactive segmentation of neurofibromas in whole-body MRI
MOIS-SAM2：基于示例的Segment Anything Model 2用于全身体部MRI中神经纤维瘤多病灶交互分割
Georgii Kolokolnikov, Marie-Lena Schmalhofer, Sophie Goetz, Lennart Well, Said Farschtschi, Victor-Felix Mautner, Inka Ristow, Rene Werner
机构
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Institute for Applied Medical Informatics, Institute of Computational Neuroscience, and Center for Biomedical Artificial Intelligence (bAIome), University Medical Center Hamburg-Eppendorf（应用医学信息学研究所、计算神经科学研究所和生物医学人工智能中心（bAIome）、汉堡医学院中心）
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Department of Diagnostic and Interventional Radiology and Nuclear Medicine, University Medical Center Hamburg-Eppendorf（诊断与介入放射学及核医学系、汉堡医学院中心）
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Department of Neurology, University Medical Center Hamburg-Eppendorf（神经病学系、汉堡医学院中心）
AnyCXR: Human Anatomy Segmentation of Chest X-ray at Any Acquisition Position using Multi-stage Domain Randomized Synthetic Data with Imperfect Annotations and Conditional Joint Annotation Regularization Learning
机构
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Department of Radiology, Northwestern University, Chicago, IL, USA（西北大学放射科）
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Data Science Institute, Vanderbilt University, Nashville, TN, USA（范德比尔特大学数据科学研究院）
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Department of Orthopedics, The Second Hospital of Shanxi Medical University, Taiyuan, Shanxi, P.R. China（山西医科大学第二医院骨科）
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Second Clinical Medical College, Shanxi Medical University, Taiyuan, Shanxi, P.R. China（山西医科大学第二临床医学院）
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School of Computer Science, University of Sydney, Sydney, NSW, Australia（悉尼大学计算机科学学院）
A Low-Cost UAV Deep Learning Pipeline for Integrated Apple Disease Diagnosis,Freshness Assessment, and Fruit Detection
一种低成本无人机深度学习管道用于综合苹果疾病诊断、新鲜度评估和水果检测
Soham Dutta, Soham Banerjee, Sneha Mahata, Anindya Sen, Sayantani Datta
机构
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Department of Electronics and Communication Engineering, Heritage Institute of Technology（电子与通信工程系，遗产理工学院）
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Department of Computer Science and Engineering (AI & ML), Heritage Institute of Technology（计算机科学与工程系（人工智能与机器学习），遗产理工学院）
机构
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School of Cyberspace, Hangzhou Dianzi University（电子科技大学信息学院）
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Innovation Center for Electronic Design Automation Technology, Hangzhou Dianzi University（电子科技大学电子设计自动化创新中心）
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Hangzhou Geriatric Stomatology Hospital, Hangzhou Dental Hospital Group（杭州老年口腔医院，杭州口腔医院集团）
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School of Computing and Mathematical Sciences, University of Leicester（莱斯特大学计算与数学科学学院）
Adapting Natural Language Processing Models Across Jurisdictions: A pilot Study in Canadian Cancer Registries
在不同司法管辖区适应自然语言处理模型：加拿大癌症登记处的试点研究
Jonathan Simkin, Lovedeep Gondara, Zeeshan Rizvi, Gregory Doyle, Jeff Dowden, Dan Bond, Desmond Martin, Raymond Ng
机构
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School of Population and Public Health University of British Columbia（流行病学与公共卫生学院 首都大学）
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Newfoundland & Labrador Health Services（纽芬兰与拉布拉多省卫生服务）
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Data Science Institute University of British Columbia（数据科学研究所 首都大学）
机构
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School of Computing, Mathematics, and Engineering, Charles Sturt University（计算、数学与工程学院，查尔斯·斯特劳特大学）
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School of Dentistry and Medical Sciences, Charles Sturt University（牙科学院与医学科学学院，查尔斯·斯特劳特大学）
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AI and Cyber Futures Centre (AICF)（人工智能与未来技术中心（AICF））
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Hawkins Clinic General Medical Practice（霍金斯诊所普通医疗实践）
机构
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Department of CSE Emory University Georgia, USA（计算机科学与工程系 埃默里大学 美国佐治亚州）
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Department of CSE SRM University AP Andhra Pradesh, India（计算机科学与工程系 SRM大学AP 安得拉邦印度）
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Department of CSE Trine University Michigan, USA（计算机科学与工程系 特林大学 密歇根州美国）
CommentsEnglish has been improved throughout. A new section "Chaos Analysis in the Hybrid Quintic Duffing-Riemann Zeta System via Decomposition'' has been added with theoretical implications. Special thanks to co-author Pedro Caceres for collaboration and to arXiv administrators for their attention in improving this version
