Cargando…

Learning the heterogeneous representation of brain's structure from serial SEM images using a masked autoencoder

INTRODUCTION: The exorbitant cost of accurately annotating the large-scale serial scanning electron microscope (SEM) images as the ground truth for training has always been a great challenge for brain map reconstruction by deep learning methods in neural connectome studies. The representation abilit...

Descripción completa

Detalles Bibliográficos
Autores principales: Cheng, Ao, Shi, Jiahao, Wang, Lirong, Zhang, Ruobing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10285402/
https://www.ncbi.nlm.nih.gov/pubmed/37360945
http://dx.doi.org/10.3389/fninf.2023.1118419