TL;DR
MitoSeg is a software tool designed for automatic segmentation of mitochondria in electron microscopy images, enabling detailed visualization and 3D modeling to facilitate research on mitochondria's role in neurodegenerative diseases.
Contribution
This paper introduces MitoSeg, a novel software solution for mitochondria segmentation in electron microscopy images, supporting boundary highlighting and 3D mesh generation.
Findings
Accurately segments mitochondria boundaries in EM images
Generates detailed 3D meshes of mitochondria
Facilitates studies linking mitochondria structure to diseases
Abstract
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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