MitoSeg：线粒体分割工具

arXiv - CS - Computer Vision and Pattern Recognition Pub Date : 2024-09-18 DOI:arxiv-2409.11974

Faris Serdar Taşel, Efe Çiftci

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引用次数: 0

摘要

最新研究表明，线粒体的物理结构与神经退行性疾病之间存在潜在联系。随着电子显微镜技术的发展，线粒体的边界和内膜结构的细节已变得可以可视化。从这些图像中自动分割线粒体对于研究线粒体与疾病之间的关系至关重要。本文介绍了一种线粒体分割软件解决方案，它可以突出显示电子显微镜断层扫描图像中的线粒体边界，并生成相应的三维网格。

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MitoSeg: Mitochondria Segmentation Tool

Recent studies suggest a potential link between the physical structure of mitochondria and neurodegenerative diseases. With advances in Electron Microscopy techniques, it has become possible to visualize the boundary and internal membrane structures of mitochondria in detail. It is crucial to automatically segment mitochondria from these images to investigate the relationship between mitochondria and diseases. In this paper, we present a software solution for mitochondrial segmentation, highlighting mitochondria boundaries in electron microscopy tomography images and generating corresponding 3D meshes.

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