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3D fluorescence microscopy data synthesis for segmentation and benchmarking

Automated image processing approaches are indispensable for many biomedical experiments and help to cope with the increasing amount of microscopy image data in a fast and reproducible way. Especially state-of-the-art deep learning-based approaches most often require large amounts of annotated traini...

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Detalles Bibliográficos
Autores principales: Eschweiler, Dennis, Rethwisch, Malte, Jarchow, Mareike, Koppers, Simon, Stegmaier, Johannes
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8639001/
https://www.ncbi.nlm.nih.gov/pubmed/34855812
http://dx.doi.org/10.1371/journal.pone.0260509