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Hung-Ying Chi

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Articles

Performance Improvement in Obstructive Sleep Apnea Severity Classification Using Multiple Receptive Fields Feature Extraction on SpO2 Signals

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By Cheng-Yu Yeh, Hung-Ying Chi, Chun-Cheng Lin
| Wiley Online Library Verified
References 1, , , , , , . A deep neural network-based model for OSA severity classification using unsegmented peripheral oxygen saturation signals. Engineering Applications of Artificial Intelligence 2023; 122:106161. 2, , . Obstructive sleep apnea diagnosis and beyond using portable monitors. Sleep Medicine 2024; 113: 260–274. 3, , , , , , , , , , , , , . Fusion of whole night features and desaturation segments combined with feature extraction for event-level screening of sleep-disordered breathing.
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Apnea‐Hypopnea Index Prediction for Obstructive Sleep Apnea Using Unsegmented SpO2 Signals and Deep Learning

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By Cheng-Yu Yeh, Jeng-Wen Chen, Cheng-Yi Wang, Hung-Ying Chi
| Wiley Online Library Verified
References 1, , . Evidence of an association of obstructive sleep apnea with diabetes and diabetic complications. Current Sleep Medicine Reports 2021; 7: 186–196. 2, , , , , , , . Prevalence of obstructive sleep apnea in the general population: A systematic review. Sleep Medicine Reviews 2017; 34: 70–81. 3, , . Recent advances in wearable sensors and portable electronics for sleep monitoring. iScience 2021; 24:102461. 4, .
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