Multifunctional Biopatch for Wireless Monitoring of Health Conditions and Methods Thereof

摘要

Stretchable condition-monitoring biopatch devices are disclosed. The stretchable condition-monitoring biopatches may include an elastomer layer. The elastomer layer may adhere to the skin without use of an adhesive. The devices described herein In may include stretchable electrodes configured to sense physiological potentials from the patient or subject. The device may include a stretchable circuit board. The stretchable electrodes may be in electrical communication with the stretchable circuit board via stretchable circuits. Methods for providing machine-learning neural networks are disclosed. These methods may include convolution neural networks that incorporate inception-type convolution units that may classify and diagnose conditions based on signals detected by the condition-monitoring biopatches.