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MitoSeg: Mitochondria Segmentation Tool

arXiv 2409.11974 ↗First posted 18 Sep 2024cs.CVcited by 0

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Abstract (arXiv)

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.

Key facts. No citing papers in the map yet (data through 13 Oct 2026). Builds on 3 of its 32 references that are in the map. First posted on arXiv 18 Sep 2024.

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References · 3

  1. 2021Advanced Deep Networks for 3D Mitochondria Instance Segmentationcited by 8
  2. 2021Stable deep neural network architectures for mitochondria segmentation on electron microscopy volumescited by 6
  3. 2022Deep learning based domain adaptation for mitochondria segmentation on EM volumescited by 2

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