End-To-End Alzheimer's Disease Diagnosis and Biomarker Identification.
Esmaeilzadeh S, Belivanis DI, Pohl KM, Adeli E.
Esmaeilzadeh S, et al.
Mach Learn Med Imaging. 2018 Sep;11046:337-345. doi: 10.1007/978-3-030-00919-9_39. Epub 2018 Sep 15.
Mach Learn Med Imaging. 2018.
PMID: 32832936
Free PMC article.
In this paper, we propose a simple 3D Convolutional Neural Networks and exploit its model parameters to tailor the end-to-end architecture for the diagnosis of Alzheimer's disease (AD). Our model can diagnose AD with an accuracy of 94.1% on the popular ADNI dataset using o …
In this paper, we propose a simple 3D Convolutional Neural Networks and exploit its model parameters to tailor the end-to-end architecture f …