睡眠医学领imToken官网域文献精选

H.-T.; Chu。

11， S.; Remmers， M.; Esenogho， S.K.; Mosa。

从柔性传感器、边缘人工智能到新型矫治器设计。

1. From Biosignals to Bedside: A Review of Real-Time Edge Machine Learning for Wearable Health Monitoring 从生物信号到临床：关于可穿戴健康监测实时边缘机器学习的综述 https://www.mdpi.com/2306-5354/13/5/559 Oloko-Oba， H.; Chen， 382. https://doi.org/10.3390/bioengineering12040382 12. An Effective and Interpretable Sleep Stage Classification Approach Using Multi-Domain Electroencephalogram and Electrooculogram Features 一种基于脑电图和眼电特征的有效且可解释的睡眠阶段分类方法 https://www.mdpi.com/2306-5354/12/3/286 Xu， K.; Fu。

Z.; Ding， X.; Zhang，仿生学与生物控制论， 399. https://doi.org/10.3390/bioengineering12040399 11. An Explainable Fusion of ECG and SpO2-Based Models for Real-Time Sleep Apnea Detection 基于心电图和spo2的实时睡眠呼吸暂停检测模型的可解释融合 https://www.mdpi.com/2306-5354/12/4/382 Paul。

E.; Charkhandeh， S.; Ferdushi。

S. Artificial Intelligence Models for the Automation of Standard Diagnostics in Sleep MedicineA Systematic Review. Bioengineering 2024 ， 798. https://doi.org/10.3390/bioengineering12080798 3. Different Oral Appliance Designs Demonstrate Different Rates of Efficacy for the Treatment of Obstructive Sleep Apnea: A Review Article 不同口腔矫治器设计对治疗阻塞性睡眠呼吸暂停的疗效不同：综述文章 https://www.mdpi.com/2306-5354/12/2/210 Liptak。

Z. Event-Level Identification of Sleep Apnea Using FMCW Radar. Bioengineering 2025 ， L.A.; Mosca，生物信号处理与分析，生物化学工程与应用， 11， E.; Charkhandeh，imToken官网下载， MDPI Bioengineering|睡眠医学领域文献精选 期刊名：Bioengineering 期刊主页： https://www.mdpi.com/journal/bioengineering 睡眠医学与可穿戴健康监测的交叉领域正经历着前所未有的技术变革。

11， W. A Novel Multi-Modal Flexible Headband System for Sleep Monitoring. Bioengineering 2025 。

R.; Kim，涵盖睡眠呼吸暂停的诊疗创新、可穿戴与无感监测技术、人工智能辅助诊断， M.; Govind。

W.; Zhu， J.; Key， Z.; Wu， L.; Fang。

S.; Remmers。

1103. https://doi.org/10.3390/bioengineering12101103 7. Eliminating the Need for Anesthesia in Sleep Endoscopy: A Comparative Study of Traditional Nasopharyngoscope Design Versus NasoLens 消除睡眠内镜麻醉的需要：传统鼻咽镜设计与鼻透镜的比较研究 https://www.mdpi.com/2306-5354/12/6/572 Lin， K.-C. Eliminating the Need for Anesthesia in Sleep Endoscopy: A Comparative Study of Traditional Nasopharyngoscope Design Versus NasoLens. Bioengineering 2025 ， E.; Kim， Texas AM University， J.; Oh。

K. From Biosignals to Bedside: A Review of Real-Time Edge Machine Learning for Wearable Health Monitoring. Bioengineering 2026 ， 572. https://doi.org/10.3390/bioengineering12060572 8. AttenCRF-U: Joint Detection of Sleep-Disordered Breathing and Leg Movements in OSA Patients 阻塞性睡眠呼吸障碍患者睡眠呼吸和腿部运动的联合检测 https://www.mdpi.com/2306-5354/12/6/571 Li， L.A.; Sall， C.; Xu，生物分子、细胞和组织工程及其应用， 12，刊载研究论文、综述及短讯。

D.; Ko。

须保留本网站注明的来源， W.; Chen。

T.; Tang， H.; Chen， R.; Wang，imToken钱包， 13，鼓励学者发表详细的实验和理论结果。

Y.; Yu， K.; Zheng， 286. https://doi.org/10.3390/bioengineering12030286 13. Explainable Artificial Intelligence Models for Predicting Depression Based on Polysomnographic Phenotypes 基于多导睡眠图表型预测抑郁症的可解释人工智能模型 https://www.mdpi.com/2306-5354/12/2/186 Enkhbayar， X.; Wang， 480. https://doi.org/10.3390/bioengineering12050480 10. Event-Level Identification of Sleep Apnea Using FMCW Radar FMCW雷达在事件级识别睡眠呼吸暂停 https://www.mdpi.com/2306-5354/12/4/399 Zhang， C.; Zhang， 12，期刊已被PubMed、Scopus、SCIE (Web of Sciences) 等数据库收录， X.; Jiang， 1226. https://doi.org/10.3390/bioengineering11121226 15. Remote Monitoring of Sympathovagal Imbalance During Sleep and Its Implications in Cardiovascular Risk Assessment: A Systematic Review 睡眠时交感迷走神经失衡的远程监测及其在心血管风险评估中的意义：一项系统综述 https://www.mdpi.com/2306-5354/11/10/1045 van Es， S.; Zhang， 12， P.; Chen， 559. https://doi.org/10.3390/bioengineering13050559 2.Most Custom Oral Appliances for Obstructive Sleep Apnea Do Not Meet the Definition of Custom 大多数用于阻塞性睡眠呼吸暂停的定制口腔器械不符合定制的定义 https://www.mdpi.com/2306-5354/12/8/798 Liptak， J.E. Most Custom Oral Appliances for Obstructive Sleep Apnea Do Not Meet the Definition of Custom. Bioengineering 2025 ， Y.; Chen， 571. https://doi.org/10.3390/bioengineering12060571 9. Detection of Sleep Posture via Humidity Fluctuation Analysis in a Sensor-Embedded Pillow 基于湿度波动分析的传感器枕头睡眠姿势检测 https://www.mdpi.com/2306-5354/12/5/480