超短脉冲
阻塞性睡眠呼吸暂停
呼吸
呼吸监测
计算机科学
远程病人监护
持续监测
跟踪(教育)
睡眠呼吸暂停
光容积图
生物医学工程
实时计算
呼出气冷凝液
呼吸频率
材料科学
通风(建筑)
卷积神经网络
代谢性疾病
医学
呼气
呼吸暂停
肺病
作者
Xubin Zheng,Qingpeng Cao,Qiwen Yu,Libin Qian,Yaoxuan Cui,Mingming Li,Fenni Zhang,Chunlong Zhang,Di Wang
出处
期刊:ACS Sensors
[American Chemical Society]
日期:2026-08-21
卷期号:11 (9): 8366-8376
标识
DOI:10.1021/acssensors.6c02178
摘要
Exhaled CO2 monitoring offers critical insights into respiratory, cardiac, and metabolic functions. However, its broader adoption is hindered by the lack of compact, fast-responding, and humidity-resistant sensing systems capable of accurately tracking rapid breathing cycles in real time. Here, we present a fully integrated wireless facemask for continuous exhaled CO2 monitoring that overcomes these challenges. We developed a nanocomposite colorimetric sensing material, mCP/ZIF-8-NH2@fCOF, which possesses an ultrafast response time of 60 ms and a hydrophobic shell that mitigates humidity interference. By coupling its optical response with a convolutional neural network, the facemask can identify various breathing patterns with 94% accuracy and diagnose chronic obstructive pulmonary disease with 93% accuracy. Furthermore, the facemask has proven effective for exercise monitoring and sleep apnea detection. This nonintrusive, highly compact, and versatile device provides a practical pathway toward ubiquitous respiratory monitoring and personalized health management.
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