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Simplifying deep learning to enhance accessibility of large-scale 3D brain imaging analysis
Nature Methods ( IF 48.0 ) Pub Date : 2024-04-22 , DOI: 10.1038/s41592-024-02246-1


We created DELiVR, a deep-learning pipeline for 3D brain-cell mapping that is trained with virtual reality-generated reference annotations. It can be deployed via the user-friendly interface of the open-source software Fiji, which makes the analysis of large-scale 3D brain images widely accessible to scientists without computational expertise.

中文翻译:

简化深度学习以增强大规模 3D 脑成像分析的可访问性

我们创建了 DELiVR,这是一个用于 3D 脑细胞映射的深度学习管道,使用虚拟现实生成的参考注释进行训练。它可以通过开源软件 Fiji 的用户友好界面进行部署,这使得没有计算专业知识的科学家可以广泛地进行大规模 3D 大脑图像的分析。
更新日期:2024-04-22
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