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Towards Real-World Federated Learning in Medical Image Analysis Using Kaapana 使用Kaapana实现医学图像分析中的真实世界联邦学习
DeCaF/FAIR@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-18523-6_13
Klaus Kades, Jonas Scherer, M. Zenk, Marius Kempf, Klaus Maier-Hein
{"title":"Towards Real-World Federated Learning in Medical Image Analysis Using Kaapana","authors":"Klaus Kades, Jonas Scherer, M. Zenk, Marius Kempf, Klaus Maier-Hein","doi":"10.1007/978-3-031-18523-6_13","DOIUrl":"https://doi.org/10.1007/978-3-031-18523-6_13","url":null,"abstract":"","PeriodicalId":347091,"journal":{"name":"DeCaF/FAIR@MICCAI","volume":"116 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127305692","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Joint Multi Organ and Tumor Segmentation from Partial Labels Using Federated Learning 基于联邦学习的部分标记联合多器官和肿瘤分割
DeCaF/FAIR@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-18523-6_6
Chen Shen, Pochuan Wang, Dong Yang, Daguang Xu, M. Oda, Po-Ting Chen, Kao-Lang Liu, W. Liao, C. Fuh, Kensaku Mori, Weichung Wang, H. Roth
{"title":"Joint Multi Organ and Tumor Segmentation from Partial Labels Using Federated Learning","authors":"Chen Shen, Pochuan Wang, Dong Yang, Daguang Xu, M. Oda, Po-Ting Chen, Kao-Lang Liu, W. Liao, C. Fuh, Kensaku Mori, Weichung Wang, H. Roth","doi":"10.1007/978-3-031-18523-6_6","DOIUrl":"https://doi.org/10.1007/978-3-031-18523-6_6","url":null,"abstract":"","PeriodicalId":347091,"journal":{"name":"DeCaF/FAIR@MICCAI","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128588402","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
GAN Latent Space Manipulation and Aggregation for Federated Learning in Medical Imaging 用于医学影像联合学习的GAN潜在空间操作和聚合
DeCaF/FAIR@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-18523-6_7
M. Pennisi, Federica Proietto Salanitri, S. Palazzo, C. Pino, F. Rundo, D. Giordano, C. Spampinato
{"title":"GAN Latent Space Manipulation and Aggregation for Federated Learning in Medical Imaging","authors":"M. Pennisi, Federica Proietto Salanitri, S. Palazzo, C. Pino, F. Rundo, D. Giordano, C. Spampinato","doi":"10.1007/978-3-031-18523-6_7","DOIUrl":"https://doi.org/10.1007/978-3-031-18523-6_7","url":null,"abstract":"","PeriodicalId":347091,"journal":{"name":"DeCaF/FAIR@MICCAI","volume":"252 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121600503","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
A Specificity-Preserving Generative Model for Federated MRI Translation 联邦MRI翻译的特异性保留生成模型
DeCaF/FAIR@MICCAI Pub Date : 1900-01-01 DOI: 10.1007/978-3-031-18523-6_8
Onat Dalmaz, Usama Mirza, Gokberk Elmas, Muzaffer Özbey, S. Dar, T. Çukur
{"title":"A Specificity-Preserving Generative Model for Federated MRI Translation","authors":"Onat Dalmaz, Usama Mirza, Gokberk Elmas, Muzaffer Özbey, S. Dar, T. Çukur","doi":"10.1007/978-3-031-18523-6_8","DOIUrl":"https://doi.org/10.1007/978-3-031-18523-6_8","url":null,"abstract":"","PeriodicalId":347091,"journal":{"name":"DeCaF/FAIR@MICCAI","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125488481","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
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