Affiliations 

  • 1 IR Innovate Research Pvt. Ltd., Noida, Uttar Pradesh, India
  • 2 City X-Ray and Scan Clinic Pvt. Ltd., New Delhi, India
  • 3 Citizen Hospital, Kalasipalya, Bengaluru, India
  • 4 Dr. Dipti's Multispeciality Clinics, Sahibabad, Uttar Pradesh, India
  • 5 Panchsheel Hospital, New Delhi, India
  • 6 Department of Surgery, IMU University, Malaysia
PLoS One, 2026;21(11):e0353640.
PMID: 42976121 DOI: 10.1371/journal.pone.0353640

Abstract

BACKGROUND: Non-invasive hemoglobin measurement offers a painless and rapid alternative to conventional blood-based testing. The Vivaray Hb pro is a handheld photoplethysmography-based device designed for point-of-care hemoglobin assessment without blood sampling. We evaluated the clinical performance of the Vivaray Hb pro by comparing device-generated hemoglobin values with those obtained from a calibrated laboratory blood cell counter.

METHODS: In this cross-sectional, non-randomized clinical performance study, participants aged ≥8 years were prospectively recruited. Hemoglobin was measured non-invasively using the Vivaray Hb pro and compared with venous blood samples analyzed on a calibrated Coulter counter. Agreement between methods was assessed using Bland-Altman analysis, including regression-based evaluation for proportional bias. Mean difference, mean absolute error (MAE) and proportions of measurements within tolerance limits were also calculated. Complete paired measurements were available for 763 individuals.

RESULTS: Bland-Altman analysis returned a mean difference of -0.40 g/dL. The bias was hemoglobin-dependent, being higher than the true value at low hemoglobin levels and underestimation at higher levels. Regression-based analysis showed proportional bias (β1 = -0.178), indicating decreasing difference with increasing hemoglobin concentration. The MAE was 1.5 g/dL but was lower (1.2) in the clinically predominant ranges of 8.1-13 g/dL.

CONCLUSION: The Vivaray Hb pro can function as a useful non-invsive screening and point-of-care assessment device for measuring hemoglobin, particularly in settings where rapid, painless and repeatable measurements are desirable.

* Title and MeSH Headings from MEDLINE®/PubMed®, a database of the U.S. National Library of Medicine.