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...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:J Biophotonics
Egile Nagusiak: Duan, Lian, Qin, Xi, He, Yuanhao, Sang, Xialin, Pan, Jinda, Xu, Tao, Men, Jing, Tanzi, Rudolph E., Li, Airong, Ma, Yutao, Zhou, Chao
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2018
Gaiak:
Article
Sarrera elektronikoa: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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