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Supervised learning to quantify amyloidosis in whole brains of an Alzheimer’s disease mouse model acquired with optical projection tomography

Alzheimer’s disease (AD) is characterized by amyloidosis of brain tissues. This phenomenon is studied with genetically-modified mouse models. We propose a method to quantify amyloidosis in whole 5xFAD mouse brains, a model of AD. We use optical projection tomography (OPT) and a random forest voxel c...

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Detalhes bibliográficos
Publicado no:Biomed Opt Express
Main Authors: Nguyen, David, Uhlmann, Virginie, Planchette, Arielle L., Marchand, Paul J., Van De Ville, Dimitri, Lasser, Theo, Radenovic, Aleksandra
Formato: Artigo
Idioma:Inglês
Publicado em: Optical Society of America 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6583328/
https://ncbi.nlm.nih.gov/pubmed/31259073
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1364/BOE.10.003041
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