Development and validation of an interpretable deep learning framework for Alzheimer’s disease classification

Alzheimer’s disease is the primary cause of dementia worldwide, with an increasing morbidity burden that may outstrip diagnosis and management capacity as the population ages. Current methods integrate patient history, neuropsychological testing and MRI to identify likely cases, yet effective practi...

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Detalhes bibliográficos
Publicado no:Brain
Main Authors: Qiu, Shangran, Joshi, Prajakta S, Miller, Matthew I, Xue, Chonghua, Zhou, Xiao, Karjadi, Cody, Chang, Gary H, Joshi, Anant S, Dwyer, Brigid, Zhu, Shuhan, Kaku, Michelle, Zhou, Yan, Alderazi, Yazan J, Swaminathan, Arun, Kedar, Sachin, Saint-Hilaire, Marie-Helene, Auerbach, Sanford H, Yuan, Jing, Sartor, E Alton, Au, Rhoda, Kolachalama, Vijaya B
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2020
Assuntos:
Original Articles
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7296847/
https://ncbi.nlm.nih.gov/pubmed/32357201
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/brain/awaa137
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