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有限和噪声数据的医学图像学习:第二国际工作坊,MILLanD 2023

English | 8 November 2023 | ISBN-10: 3031471962 | 281 pages| PDF (True) | 41 MB

This book consists of full papers presented in the 2nd workshop of ”Medical Image Learning with Noisy and Limited Data (MILLanD)” held in conjunction with the 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023). The 24 full papers presented were carefully reviewed and selected from 38 submissions. The conference focused on challenges and limitations of current deep learning methods applied to limited and noisy medical data and present new methods for training models using such imperfect data.


这本书包含了在26届医学图像计算与计算机辅助介入会议(MICCAI 2023)上,与“使用噪声和有限数据的医疗图像学习(称为MILLanD)”工作坊同时举行的第2次工作坊中提交的完整论文。 这38份提交的44篇完整论文经过仔细审查和选择。会议重点讨论了当前应用于医学领域受限且噪声数据的深度学习方法所面临的挑战和局限,并提出了利用这些不完美数据训练模型的新方法。
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