BriefGPT.xyz
Aug, 2023
SkullGAN:使用生成对抗网络合成颅骨CT图像
SkullGAN: Synthetic Skull CT Generation with Generative Adversarial Networks
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Kasra Naftchi-Ardebili, Karanpartap Singh, Reza Pourabolghasem, Pejman Ghanouni, Gerald R. Popelka...
TL;DR
通过使用SkullGAN,我们可以生成大量合成的头骨CT切片,以训练涉及人类颅骨的神经网络,从而克服了准备大型高质量训练数据集所面临的挑战。
Abstract
deep learning
offers potential for various healthcare applications involving the human skull but requires extensive datasets of curated medical images. To overcome this challenge, we propose
skullgan
, a generativ
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