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DeepMIB: User-friendly and open-source software for training of deep learning network for biological image segmentation

We present DeepMIB, a new software package that is capable of training convolutional neural networks for segmentation of multidimensional microscopy datasets on any workstation. We demonstrate its successful application for segmentation of 2D and 3D electron and multicolor light microscopy datasets...

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Detalles Bibliográficos
Autores principales: Belevich, Ilya, Jokitalo, Eija
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7954287/
https://www.ncbi.nlm.nih.gov/pubmed/33651804
http://dx.doi.org/10.1371/journal.pcbi.1008374