A review on microelectrode recording selection of features for machine learning in deep brain stimulation surgery for Parkinson’s disease

• Main Authors: Wan, Kai Rui, Maszczyk, Tomasz, See, Angela An Qi, Dauwels, Justin, King, Nicolas Kon Kam
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Science::Medicine; Parkinson’s Disease; Machine Learning
• Online Access: https://hdl.handle.net/10356/150713
• Institution: Nanyang Technological University

Objective: This study seeks to systematically review the selection of features and algorithms for machine learning and automation in deep brain stimulation surgery (DBS) for Parkinson’s disease. This will assist in consolidating current knowledge and accuracy levels to allow greater understanding an...