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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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Dettagli Bibliografici
Pubblicato in:Biomed Opt Express
Autori principali: Nguyen, David, Uhlmann, Virginie, Planchette, Arielle L., Marchand, Paul J., Van De Ville, Dimitri, Lasser, Theo, Radenovic, Aleksandra
Natura: Artigo
Lingua:Inglês
Pubblicazione: Optical Society of America 2019
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Accesso online: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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