期刊名：Bioengineering

期刊主页：https://www.mdpi.com/journal/bioengineering

可穿戴技术与人工智能的深度融合正推动睡眠医学从实验室评估向真实世界连续监测跨越。本专题汇集 Bioengineering 系列研究，系统展示了多模态传感（ECG、EEG、雷达、湿度分析）、智能算法（深度学习、可解释AI）及创新器械（口腔矫治器、柔性头带、床垫系统）在睡眠监测与呼吸障碍诊疗中的前沿应用。研究涵盖睡眠分期、呼吸事件检测、姿势识别及心血管风险评估，为睡眠健康的精准化、个性化与远程化管理提供了坚实的理论与技术支撑。

1. Beyond the Sleep Lab: A Narrative Review of Wearable Sleep Monitoring

超越睡眠实验室：可穿戴睡眠监测的叙述性回顾

https://www.mdpi.com/2306-5354/12/11/1191

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

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

4. Artificial Intelligence Models for the Automation of Standard Diagnostics in Sleep Medicine—A Systematic Review

用于睡眠医学标准诊断自动化的人工智能模型——系统综述

https://www.mdpi.com/2306-5354/11/3/206

5. Design and Systematic Evaluation of a Multi-Layered Mattress System for Accurate, Unobtrusive Capacitive ECG Monitoring

用于准确、不显眼的电容性心电监测的多层床垫系统的设计和系统评估

https://www.mdpi.com/2306-5354/12/12/1348

6. A Novel Multi-Modal Flexible Headband System for Sleep Monitoring

一种新型多模态柔性头带睡眠监测系统

https://www.mdpi.com/2306-5354/12/10/1103

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

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

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

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

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

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

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

14. Outlier Handling Strategy of Ensembled-Based Sequential Convolutional Neural Networks for Sleep Stage Classification

基于集成的序列卷积神经网络睡眠阶段分类异常点处理策略

https://www.mdpi.com/2306-5354/11/12/1226

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

Bioengineering 期刊介绍

主编：Anthony Guiseppi-Elie, Anderson University, USA

主要发表生物医学工程及应用，生物过程和生物系统工程与应用，生物分子、细胞和组织工程及应用，以及生化工程与应用等相关领域的最新科学技术及应用。期刊已被PubMed、Scopus、SCIE (Web of Science) 等数据库收录。

2022 Impact Factor：4.6

2023 CiteScore：4.0

Time to First Decison：17.7 Days

Acceptance to Publication：3.6 Days