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

A three-stage, deep learning, ensemble approach for prognosis in patients with Parkinson’s disease
EJNMMI Res. 2021 Jun 7;11(1):52. doi: 10.1186/s13550-021-00795-6.ABSTRACTBACKGROUND: 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, this study aimed to develop a three-stage, deep learning, ensemble approach for prognosis in patients ... read more
Source: PubMedPublished on 2021-06-08By Kevin H Leung