Comparison of Video Photoplethysmography, Video Motion Analysis, and Passive Infrared Thermography against Traditional Contact Methods for Acquiring Vital Signs in Emergency Department Populations
2023 IEEE 14th Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON)(2023)
摘要
Emergency Department (ED) patients’ vital signs (VS) were obtained concurrently with contact cardiorespiratory monitors (CM) and experimental methods for comparison: HR was measured with CM and video photoplethysmography (vPPG); RR with CM and video motion analysis (vMA); core and surface temperatures with rectal or temporal artery (TA) thermometry and passive infrared thermography (pIR) camera, respectively. Continuous 25-minute research video recordings were made with each subject alternating between focusing on the vPPG-vMA camera for 1 minute then resting for 5 minutes. 237 of 375 study-eligible ED patients were enrolled, 4 subjects withdrew and 13 subjects were withdrawn due to technical problems. Video data were collected from 220 subjects of whom 42.6% were female; mean ESI was 3±0.5 (range 2–4) and mean Fitzpatrick score was 2.0±1.4 (1–6). Of 204 subjects with usable video data (92.7% of collected sample), 198 had all video windows and 164 had full study data available; video data were able to be processed for 787 (80.0%) of 990 total video windows. CM datastreams successfully captured 701 (89.1%) HR
CM
and 554 (70.4%) RR
CM
for the 787 video samples; vPPG and vMA algorithms were able to extract 661 (84.0%) HR
vPPG
and 569 (72.3%) RR
vMA
measurements. Median HR
CM
was 75.6bpm (IQR1-3: 66.5–87.0bpm), median HR
vPPG
was 74.5bpm (66.7–84.4bpm), R = 0.86; median HR difference was 0.1bpm (-0.2–0.5bpm). Median RR
CM
was 18.5bpm (IQR1-3: 15.4–22.5bpm), median RR
vMA
was 18.5bpm (15.7–22.0bpm), R = 0.92; median RR difference was 0.0bpm (-0.5–0.4bpm). HR
vPPG
and RR
vMA
measurements would have resulted in ESI VS groupings matching those based on CM measurements for 591 (97.8%) of 604 patients and 444 (96.1%) of 462 patients with ESI data available, respectively. Median T
CM
was 97.8°F (IQR1-3: 97.3–98.3°F), median T
pIR
was 95.3°F (93.7–96.4°F), R = 0.47; median temperature difference was -2.6°F (-3.8 – -1.4°F). vPPG, MA, and pIR thermography successfully measured select vital signs concurrently with promising results in a live ED patient cohort study.
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