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Hierarchical Encoder-Decoder With Soft Label-Decomposition for Mitochondria Segmentation in EM Images

Semantic segmentation of mitochondria from electron microscopy (EM) images is an essential step to obtain reliable morphological statistics about mitochondria. However, automatically delineating plenty of mitochondria of varied shapes from complex backgrounds with sufficient accuracy is challenging....

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Detalles Bibliográficos
Autores principales: Luo, Zhengrong, Wang, Ye, Liu, Shikun, Peng, Jialin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8264135/
https://www.ncbi.nlm.nih.gov/pubmed/34248488
http://dx.doi.org/10.3389/fnins.2021.687832