Closed-loop deep brain stimulation based on a stream-clustering system
作者：
Highlights：
• A closed-loop deep brain stimulation system is presented.
• Neural connectivity features are explored to improve classification.
• A stream clustering approach is proposed.
• Performance of the proposed model achieves a 100% of accuracy.
摘要
•A closed-loop deep brain stimulation system is presented.•Neural connectivity features are explored to improve classification.•A stream clustering approach is proposed.•Performance of the proposed model achieves a 100% of accuracy.
论文关键词：Clustering,Data stream mining (DSM),Expert system,Deep brain stimulation (DBS),Parkinson’s disease (PD),Neural engineering
论文评审过程：Received 21 October 2018, Revised 14 February 2019, Accepted 17 February 2019, Available online 18 February 2019, Version of Record 25 February 2019.
论文官网地址：https://doi.org/10.1016/j.eswa.2019.02.024
