Artificial intelligence in neurodegenerative diseases: A review of available tools with a focus on machine learning techniques

作者:

Highlights:

• Neurodegenerative diseases are sometimes difficult to diagnose due to overlapping symptoms.

• Computational methods and particularly, machine learning techniques, can help in their diagnosis, monitoring and treatment.

• Machine learning techniques are used in literature for several diseases in an equivalent manner.

• Identify gaps and potential future directions for the research of neurodegenerative diseases using machine learning techniques.

摘要

•Neurodegenerative diseases are sometimes difficult to diagnose due to overlapping symptoms.•Computational methods and particularly, machine learning techniques, can help in their diagnosis, monitoring and treatment.•Machine learning techniques are used in literature for several diseases in an equivalent manner.•Identify gaps and potential future directions for the research of neurodegenerative diseases using machine learning techniques.

论文关键词:Neurodegenerative diseases,Computational approaches,Machine learning

论文评审过程:Received 14 July 2020, Revised 21 February 2021, Accepted 26 April 2021, Available online 30 April 2021, Version of Record 10 May 2021.

论文官网地址:https://doi.org/10.1016/j.artmed.2021.102081