Rapid, automated nerve histomorphometry through open-source artificial intelligence

We aimed to develop and validate a deep learning model for automated segmentation and histomorphometry of myelinated peripheral nerve fibers from light microscopic images. A convolutional neural network integrated in the AxonDeepSeg framework was trained for automated axon/myelin segmentation using...

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Detalles Bibliográficos
Autores principales: Daeschler, Simeon Christian, Bourget, Marie-Hélène, Derakhshan, Dorsa, Sharma, Vasudev, Asenov, Stoyan Ivaylov, Gordon, Tessa, Cohen-Adad, Julien, Borschel, Gregory Howard
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8993871/
https://www.ncbi.nlm.nih.gov/pubmed/35396530
http://dx.doi.org/10.1038/s41598-022-10066-6

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8993871/
https://www.ncbi.nlm.nih.gov/pubmed/35396530
http://dx.doi.org/10.1038/s41598-022-10066-6

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