A fuzzy logic system for the home assessment of freezing of gait in subjects with Parkinsons disease

作者：

Highlights：

• A novel fuzzy logic algorithm for freezing of gait detection is presented.

• A smartphone app was developed to enhance usability and acceptability.

• High reliability in laboratory tests against clinicians observation.

• Home monitoring correlates significantly with laboratory clinical evaluation.

• A well known algorithm was applied on the same data for comparison.

摘要

•A novel fuzzy logic algorithm for freezing of gait detection is presented.•A smartphone app was developed to enhance usability and acceptability.•High reliability in laboratory tests against clinicians observation.•Home monitoring correlates significantly with laboratory clinical evaluation.•A well known algorithm was applied on the same data for comparison.

论文关键词：Freezing of gait,Smartphone,Fuzzy logic,Home monitoring

论文评审过程：Received 24 April 2019, Revised 16 December 2019, Accepted 8 January 2020, Available online 9 January 2020, Version of Record 19 January 2020.

论文官网地址：https://doi.org/10.1016/j.eswa.2020.113197