Prediction of Cognitive Decline in Parkinson's Disease Using Clinical and DAT SPECT Imaging Features, and Hybrid Machine Learning Systems.

Mahdi HosseinzadehArman GorjiAli Fathi JouzdaniSeyed Masoud RezaeijoArman RahmimMohammadreza Salmapour

Published in: Diagnostics (Basel, Switzerland) (2023)

We demonstrated that CFs vitally contribute to predictive performance, and combining them with appropriate imaging features and HMLSs can result in the best prediction performance.

Keyphrases

cognitive decline
machine learning
high resolution
mild cognitive impairment
artificial intelligence
pet ct
deep learning
big data
mass spectrometry