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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...
Autores principales: | Daeschler, Simeon Christian, Bourget, Marie-Hélène, Derakhshan, Dorsa, Sharma, Vasudev, Asenov, Stoyan Ivaylov, Gordon, Tessa, Cohen-Adad, Julien, Borschel, Gregory Howard |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
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 |
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