Deep learning-enabled multi-organ segmentation in whole-body mouse scans

Whole-body imaging of mice is a key source of information for research. Organ segmentation is a prerequisite for quantitative analysis but is a tedious and error-prone task if done manually. Here, we present a deep learning solution called AIMOS that automatically segments major organs (brain, lungs...

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Détails bibliographiques
Publié dans:Nat Commun
Auteurs principaux: Schoppe, Oliver, Pan, Chenchen, Coronel, Javier, Mai, Hongcheng, Rong, Zhouyi, Todorov, Mihail Ivilinov, Müskes, Annemarie, Navarro, Fernando, Li, Hongwei, Ertürk, Ali, Menze, Bjoern H.
Format: Artigo
Langue:Inglês
Publié: Nature Publishing Group UK 2020
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Article
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC7648799/
https://ncbi.nlm.nih.gov/pubmed/33159057
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-020-19449-7
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