Joint regression-classification deep learning framework for analyzing fluorescence lifetime images using NADH and FAD

In this paper, we develop a deep neural network based joint classification-regression approach to identify microglia, a resident central nervous system macrophage, in the brain using fluorescence lifetime imaging microscopy (FLIM) data. Microglia are responsible for several key aspects of brain deve...

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Vydáno v:Biomed Opt Express
Hlavní autoři: Mukherjee, Lopamudra, Sagar, Md Abdul Kader, Ouellette, Jonathan N., Watters, Jyoti J., Eliceiri, Kevin W.
Médium: Artigo
Jazyk:Inglês
Vydáno: Optical Society of America 2021
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Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC8176805/
https://ncbi.nlm.nih.gov/pubmed/34123498
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1364/BOE.417108
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