Automated Segmentation of Midbrain Structures in High-Resolution Susceptibility Maps Based on Convolutional Neural Network and Transfer Learning

BACKGROUND: Accurate delineation of the midbrain nuclei, the red nucleus (RN), substantia nigra (SN) and subthalamic nucleus (STN), is important in neuroimaging studies of neurodegenerative and other diseases. This study aims to segment midbrain structures in high-resolution susceptibility maps usin...

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Detalles Bibliográficos
Autores principales: Zhao, Weiwei, Wang, Yida, Zhou, Fangfang, Li, Gaiying, Wang, Zhichao, Zhong, Haodong, Song, Yang, Gillen, Kelly M., Wang, Yi, Yang, Guang, Li, Jianqi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8866960/
https://www.ncbi.nlm.nih.gov/pubmed/35221900
http://dx.doi.org/10.3389/fnins.2022.801618

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8866960/
https://www.ncbi.nlm.nih.gov/pubmed/35221900
http://dx.doi.org/10.3389/fnins.2022.801618

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