Using Artificial Neural Network to Discriminate Parkinson's Disease from Other Parkinsonisms by Focusing on Putamen of Dopamine Transporter SPECT Images.

Chung-Yao ChienSzu-Wei HsuTsung-Lin LeePi-Shan SungChou-Ching K Lin

Published in: Biomedicines (2020)

The ANN classifier outperformed classical biomarkers in differentiating Parkinson's disease from parkinsonism caused by other disorders. This classifier can be readily included into standalone computer software for clinical application.

Keyphrases

neural network
deep learning
parkinson disease
convolutional neural network
magnetic resonance
machine learning
metabolic syndrome
pet ct