Dysphagia diagnosis system with integrated speech analysis from throat vibration

作者：

Highlights：

• We achieve an early screening of dysphagia based on speech analysis.

• We use a new data acquisition system to collect clear throat vibration.

• We design a new integrated classifier that performs well.

• A new group of speech features is tested and performs better than previous methods.

摘要

•We achieve an early screening of dysphagia based on speech analysis.•We use a new data acquisition system to collect clear throat vibration.•We design a new integrated classifier that performs well.•A new group of speech features is tested and performs better than previous methods.

论文关键词：Biomedical monitoring,Machine learning,Speech analysis,Telemedicine,Medical expert systems

论文评审过程：Received 19 July 2021, Revised 14 April 2022, Accepted 30 April 2022, Available online 16 May 2022, Version of Record 23 May 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.117496