MitoEM Dataset: Large-scale 3D Mitochondria Instance Segmentation from EM Images.
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention(2020)
摘要
Electron microscopy (EM) allows the identification of intracellular organelles such as mitochondria, providing insights for clinical and scientific studies. However, public mitochondria segmentation datasets only contain hundreds of instances with simple shapes. It is unclear if existing methods achieving human-level accuracy on these small datasets are robust in practice. To this end, we introduce the
MitoEMμ3
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关键词
3D Instance Segmentation,EM Dataset,Mitochondria
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