Prospective validation of smartphone-based heart rate and respiratory rate measurement algorithms.

Sean BaeSilviu BoracYunus EmreJonathan WangJiang WuMehr KashyapSi-Hyuck KangLiwen ChenMelissa MoranJulie CannonEric S TeasleyAllen ChaiYuan LiuNeal WadhwaMichael KraininMichael RubinsteinAlejandra MacielMichael V McConnellShwetak PatelGreg S CorradoJames A TaylorJiening ZhanMing Jack Po

Published in: Communications medicine (2022)

These results validate the accuracy of our smartphone camera-based techniques to measure HR and RR across a range of pre-defined subgroups.

Keyphrases

heart rate
heart rate variability
blood pressure
machine learning
deep learning
high speed
convolutional neural network
respiratory tract
low cost