Comparing machine learning and deep learning models to predict cognition progression in Parkinson's disease

• Main Authors: Edgar A. Bernal (Author), Shu Yang (Author), Konnor Herbst (Author), Charles S. Venuto (Author)
• Formato: Livro
• Publicado em: Wiley, 2024-11-01T00:00:00Z.
• Assuntos: article
• Acesso em linha: Connect to this object online.

Abstract Cognitive decline in Parkinson's disease (PD) varies widely. While models to predict cognitive progression exist, comparing traditional probabilistic models to deep learning methods remains understudied. This study compares sequential modeling techniques to identify cognitive progressi...