Continental generalization of a human-in-the-loop AI system for clinical seizure recognition

作者：

Highlights：

• The first AI model tested at a large scale unseen epilepsy datasets.

• The AI-assisted system shows the potential of discovering missed seizures.

• The AI-assisted system achieves more than a ten-fold increase in time efficiency.

摘要

•The first AI model tested at a large scale unseen epilepsy datasets.•The AI-assisted system shows the potential of discovering missed seizures.•The AI-assisted system achieves more than a ten-fold increase in time efficiency.

论文关键词：AI generalization,Continental generalization,Seizure detection,AI-assisted diagnosis,Epilespy

论文评审过程：Received 28 April 2021, Revised 18 May 2022, Accepted 4 July 2022, Available online 6 July 2022, Version of Record 9 July 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.118083