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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Détails bibliographiques
Publié dans:J Biophotonics
Auteurs principaux: Duan, Lian, Qin, Xi, He, Yuanhao, Sang, Xialin, Pan, Jinda, Xu, Tao, Men, Jing, Tanzi, Rudolph E., Li, Airong, Ma, Yutao, Zhou, Chao
Format: Artigo
Langue:Inglês
Publié: 2018
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Article
Accès en ligne: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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