Benchmarking performance of an automatic polysomnography scoring system in a population with suspected sleep disorders.

Bryan Peide Choo,Yingjuan Mok,Hong Choon Oh,Amiya Patanaik,Kishan Kishan,Animesh Awasthi,Siddharth Biju, Soumya Bhattacharjee,Yvonne Poh,Hang Siang Wong

Frontiers in neurology（2023）

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摘要

The findings indicate a potential for a reduction in the burden of manual scoring of PSGs by sleep technologists and may be of operational significance for sleep laboratories in the healthcare setting.

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AI sleep scoring,automatic sleep scoring,machine learning,sleep staging,sleep-disordered breathing

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