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Titlebook: Data Engineering in Medical Imaging; First MICCAI Worksho Binod Bhattarai,Sharib Ali,Danail Stoyanov Conference proceedings 2023 The Editor

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发表于 2025-3-21 18:01:42 | 显示全部楼层 |阅读模式
书目名称Data Engineering in Medical Imaging
副标题First MICCAI Worksho
编辑Binod Bhattarai,Sharib Ali,Danail Stoyanov
视频videohttp://file.papertrans.cn/263/262794/262794.mp4
丛书名称Lecture Notes in Computer Science
图书封面Titlebook: Data Engineering in Medical Imaging; First MICCAI Worksho Binod Bhattarai,Sharib Ali,Danail Stoyanov Conference proceedings 2023 The Editor
描述​Volume LNCS 14414 constitutes the refereed proceedings of the 26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023, which was held in Vancouver, Canada in October 2023..The DEMI 2023 proceedings contain 11 high-quality papers of 9 to 15 pages pre-selected through a rigorous peer review process (with an average of three reviews per paper). All submissions were peer-reviewed through a double-blind process by at least three members of the scientific review committee, comprising 16 experts in the field of medical imaging. The accepted manuscripts cover various medical image analysis methods and applications..
出版日期Conference proceedings 2023
关键词Informatics; Medical Imaging; Data and Label Augmentation; Active Learning; Active Synthesis; Federated L
版次1
doihttps://doi.org/10.1007/978-3-031-44992-5
isbn_softcover978-3-031-44991-8
isbn_ebook978-3-031-44992-5Series ISSN 0302-9743 Series E-ISSN 1611-3349
issn_series 0302-9743
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
The information of publication is updating

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Conference proceedings 2023d process by at least three members of the scientific review committee, comprising 16 experts in the field of medical imaging. The accepted manuscripts cover various medical image analysis methods and applications..
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0302-9743 ouble-blind process by at least three members of the scientific review committee, comprising 16 experts in the field of medical imaging. The accepted manuscripts cover various medical image analysis methods and applications..978-3-031-44991-8978-3-031-44992-5Series ISSN 0302-9743 Series E-ISSN 1611-3349
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0302-9743 d Intervention, MICCAI 2023, which was held in Vancouver, Canada in October 2023..The DEMI 2023 proceedings contain 11 high-quality papers of 9 to 15 pages pre-selected through a rigorous peer review process (with an average of three reviews per paper). All submissions were peer-reviewed through a d
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A. Berlin,A. E. Bennett,W. J. Hunter various data augmentation techniques was also conducted. Finally, the manual tumor segmentation and annotation step performed by the pathologists was assessed. Our proposed training scheme outperformed SOTA by 3.73%. Source code is available ..
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发表于 2025-3-23 01:04:41 | 显示全部楼层
,Whole Slide Multiple Instance Learning for Predicting Axillary Lymph Node Metastasis, various data augmentation techniques was also conducted. Finally, the manual tumor segmentation and annotation step performed by the pathologists was assessed. Our proposed training scheme outperformed SOTA by 3.73%. Source code is available ..
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,Vision Transformer-Based Self-supervised Learning for Ulcerative Colitis Grading in Colonoscopy,s in UC. To take full advantage of local and global features, we propose to use Swin Transformers in the MoCo-v3 SSL setting. In addition, we provide a comprehensive benchmarking of other existing SSL methods. Our approach with Swin Transformer with MoCo-v3 provides performance boosts in different data size settings.
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