A three-stage, deep learning, ensemble approach for prognosis in patients with Parkinson’s disease

Abstract Background Diagnosis of Parkinson’s disease (PD) is informed by the presence of progressive motor and non-motor symptoms and by imaging dopamine transporter with [123I]ioflupane (DaTscan). Deep learning and ensemble methods have recently shown promise in medical image analysis. Therefore, t...

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Bibliographic Details
Main Authors: Kevin H. Leung, Steven P. Rowe, Martin G. Pomper, Yong Du
Format: Article
Language:English
Published: SpringerOpen 2021-06-01
Series:EJNMMI Research
Subjects:
Online Access:https://doi.org/10.1186/s13550-021-00795-6