Segmentation of Drosophila Heart in Optical Coherence Microscopy Images Using Convolutional Neural Networks

Convolutional neural networks are powerful tools for image segmentation and classification. Here, we use this method to identify and mark the heart region of Drosophila at different developmental stages in the cross-sectional images acquired by a custom optical coherence microscopy (OCM) system. Wit...

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Publicado en:J Biophotonics
Autores principales: Duan, Lian, Qin, Xi, He, Yuanhao, Sang, Xialin, Pan, Jinda, Xu, Tao, Men, Jing, Tanzi, Rudolph E., Li, Airong, Ma, Yutao, Zhou, Chao
Formato: Artigo
Lenguaje:Inglês
Publicado: 2018
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Article
Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC6289629/
https://ncbi.nlm.nih.gov/pubmed/29992766
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/jbio.201800146
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