Work

Clinical validation of non-contact vital signs in an emergency department setting

Year: 2026
Type: article
Abstract: Objectives: To evaluate the accuracy of heart rate and respiratory rate acquired by commercially-available device cameras and software. Methods: One-hundred and eleven subjects were enrolled at an urban academic teaching hospital in Texas. Heart rate (HR) and respiratory rate (RR) measurements were obtained using three commercially-available cameras and processed using software from Presage Technologies. These values were compared to manual counts of a three-lead ECG and end-tidal CO2 from a patient monitor. Results: The cameras were able to capture HR in 83% of the measurements and RR in 94% of the RR measurements. Camera-acquired HR showed an extremely high correlation with R∼0.99 and a root-mean-square error (RMSE) of 1.62. Respiratory rate showed a high correlation with R∼0.91 and an RMSE of 1.71. Conclusions: Heart rate and respiratory rate can be accurately acquired using commercially-available camera devices and software for signal processing.
Language: English
Open Access status: gold
Estimated APC paid: $2,353
OpenAlex ID: W7124962675
FWCI: 1.73
Cites: 21
Cited by: 1
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