Key result
Prototype heat stroke monitor accurately tracks body temperature but fails to measure heart rate reliably.
This prototype wearable device demonstrates promising accuracy and reliability for body temperature and ambient conditions, but the heart rate sensor requires significant improvement before it can be effectively used for heat stroke prevention in athletes.
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Prototype temperature sensors merit larger athlete trials; leaves open integrated heat stroke wearables pending heart rate validation.
This research has developed a heat stroke warning system prototype for athletes utilizing the following sensors: DHT22, GY-906-BAA MLX90614, MAX30102. The device calculates the heat stroke risk and notifies users. The data is recorded, stored, displayed on a free-access website which graphs body temperature, ambient temperature, humidity, heart rate and heat stroke risk, and provides notifications for athletes engaged in outdoor activities. The researchers recorded sensors data (n = 1) for two sessions (12 min/session) in a closed room, at the sixth-minute marker, with an air conditioner activated to observe the changes observed by the sensors. For accuracy, the researchers employed Criterion-Related Validity, comparing sensor against standard equipment measurement. For reliability, we utilized Test-Retest Reliability, comparing sensor data from the first and second measurements. Accuracy and reliability were evaluated using the Pearson Correlation Coefficient, with significance set at p < 0.01. The DHT22 sensor demonstrates very high accuracy (r = 0.923) in ambient temperature and (r = 0.774) humidity measurements. It showed no significant reliability (r = 0.489) in temperature and (r = 0.185) humidity measurements. The GY-906-BAA MLX90614 sensor exhibited very high accuracy (r = 0.923) and reliability (r = 0.866) in body temperature measurements. The MAX30102 sensor lacked significant accuracy (r = 0.179) and reliability (r = 0.171) in heart rate measurements. The development of accuracy and reliability of sensors are important for preventing heat stroke in future applications.
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Silawarawet et al. (2025) studied Sensor accuracy and reliability (Heat stroke detection) (n=1). Heat stroke warning system prototype (DHT22, GY-906-BAA MLX90614, MAX30102 sensors) vs. Standard commercial medical devices was evaluated on Sensor accuracy for body temperature (GY-906-BAA MLX90614) via Criterion-Related Validity (r = 0.923, p=<0.001). A prototype heat stroke warning system demonstrated very high accuracy for body temperature and ambient temperature, but lacked significant accuracy for heart rate monitoring.
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