Assessing Electrocardiogram and Respiratory Signal Quality of a Wearable Device (SensEcho): Semisupervised Machine Learning-Based Validation Study

• Main Authors: Haoran Xu (Author), Wei Yan (Author), Ke Lan (Author), Chenbin Ma (Author), Di Wu (Author), Anshuo Wu (Author), Zhicheng Yang (Author), Jiachen Wang (Author), Yaning Zang (Author), Muyang Yan (Author), Zhengbo Zhang (Author)
• Format: Book
• Published: JMIR Publications, 2021-08-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundWith the development and promotion of wearable devices and their mobile health (mHealth) apps, physiological signals have become a research hotspot. However, noise is complex in signals obtained from daily lives, making it difficult to analyze the signals automatically and resulting in a h...