A wearable single-transducer echomyography system has been developed that can be used to track and identify different breathing patterns by detecting diaphragm activity with sub-millimetre resolution. Moreover, hand gestures can be recognized from the single-channel radiofrequency ultrasound signals detected from muscles in the forearm, using a customized deep learning algorithm.

中文翻译：

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用于监测肌肉活动的单传感器超声肌电图系统


已经开发了一种可穿戴的单传感器超声肌电图系统，该系统可用于通过以亚毫米分辨率检测横膈膜活动来跟踪和识别不同的呼吸模式。此外，使用定制的深度学习算法，可以从从前臂肌肉检测到的单通道射频超声信号中识别手势。