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May, 2024
AAPM深度生成模型学习医学图像统计的大挑战报告
Report on the AAPM Grand Challenge on deep generative modeling for learning medical image statistics
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Rucha Deshpande, Varun A. Kelkar, Dimitrios Gotsis, Prabhat Kc, Rongping Zeng...
TL;DR
2023 AAPM颁发的关于深度生成建模学习医学图像统计的特别报告指出需要通过分析相关图像统计数据来评估深度生成模型在医学成像中的性能,另外还发现不同的深度生成模型存在类似的人工瑕疵。
Abstract
The findings of the 2023 AAPM Grand Challenge on Deep Generative Modeling for Learning Medical
image statistics
are reported in this Special Report. The goal of this challenge was to promote the development of
deep gene
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