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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Vydáno v:Brain
Hlavní autoři: 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
Médium: Artigo
Jazyk:Inglês
Vydáno: Oxford University Press 2020
Témata:
Original Articles
On-line přístup: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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