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FlyNet 2.0: drosophila heart 3D (2D + time) segmentation in optical coherence microscopy images using a convolutional long short-term memory neural network

A custom convolutional neural network (CNN) integrated with convolutional long short-term memory (LSTM) achieves accurate 3D (2D + time) segmentation in cross-sectional videos of the Drosophila heart acquired by an optical coherence microscopy (OCM) system. While our previous FlyNet 1.0 model utiliz...

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Vydáno v:Biomed Opt Express
Hlavní autoři: Dong, Zhao, Men, Jing, Yang, Zhiwen, Jerwick, Jason, Li, Airong, Tanzi, Rudolph E., Zhou, Chao
Médium: Artigo
Jazyk:Inglês
Vydáno: Optical Society of America 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7075608/
https://ncbi.nlm.nih.gov/pubmed/32206429
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1364/BOE.385968
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