医学 AI

Transfer Learning for Paediatric Sleep Apnoea Detection Using Physiology-Guided Acoustic Models

基于生理引导的声学模型的儿童睡眠呼吸暂停检测中的迁移学习

Chaoyue Niu, Veronica Rowe, Guy J. Brown, Heather Elphick, Heather Kenyon, Lowri Thomas, Sam Johnson, Ning Ma

专题命中 健康监测 ：diagnosis(abstract)

AI总结 本文提出基于生理引导的声学模型迁移学习方法，通过整合血氧饱和度数据提升儿童睡眠呼吸暂停检测的准确性。

Comments The paper has been accepted in 2026 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2026)