used a smartphone's accelerometer to estimate the energy expenditure. used five accelerometer sensors attached to the body to assess the energy expenditure during the daily activities. used the ECG and accelerometer sensors to estimate the energy expenditure. ![]() ![]() have used accelerometer data to measure the energy expenditure. Pal and Hepsiba estimated the user's energy expenditure using the smartphone's accelerometer and GPS. used smartphone's sensors such as accelerometer and barometer to obtain the energy expenditure. have built a system to measure the heart rate, electrocardiogram (ECG) signal, step count, and calorie consumption using the smartphone's accelerometer. provided a fitness system embedded in shoes to measure steps, calorie, and biomedical information using the pressure sensors. These mHealth Apps could calculate the amount of energy consumed during a physical activity using accelerometers, gyroscope, and GPS to obtain and analyze the required data. According to Gartner, 40% of digital health systems in 2021 will shift to wearable which 90% will include fitness trackers. ![]() The healthcare Apps include (i) fitness, diet, and nutrition Apps and (ii) disease and treatment management Apps. The mHealth is defined as access and practice of healthcare through mobile telecommunication, multimedia technology, and wireless body sensors through a smartphone healthcare application (App). The recent advances in manufacturing mobile devices and the rise of wearable sensors embedded in people's everyday lives have led to the concept of mobile healthcare (mHealth) monitoring.
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