Hybrid optical imaging technology for long-term remote monitoring of skin perfusion and temperature behavior
Open accessAbstract
Photoplethysmography imaging (PPGI) and infrared thermography imaging (IRTI) are contactless camera-based measurement methods for monitoring a wide range of basic vital parameters. In particular, PPGI enhances the classical contact-based photoplethysmography. Approved evaluation algorithms of the well-established PPG method can easily be adapted for detection of heart rate, heart rate variability, respiration rate (RR), respiratory variability (RV), and vasomotional activity with PPGI. The IRTI method primarily records temperature distribution of the observed object, but information on RR and RV can also be derived from IRTI by analyzing the development of temperature distribution in the nasal region. The main advantages of both monitoring methods are unobtrusive data acquisition and the possibility of assessing spatial assignment between vital parameters and body region. Hence, these methods enable long-term monitoring or the monitoring of effects with special local characteristics. Because the two systems supplement each, a combined hybrid application is proposed and its feasibility discussed.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
From the time evolution of temperature changes in the nasal region, basic vital parameters such as RR and RV can be determined.
“From the time evolution of temperature changes in the nasal region, it is also possible to determine basic vital parameters such as RR and RV.”
From The Current State of Optical Sensors in Medical Wearables (2022) · cites this paper as [189]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Photoplethysmography and its application in clinical physiological measurement
Allen, J. (2007) · Physiological Measurement · doi:10.1088/0967-3334/28/3/r01 · Cited by 3,967 · see citing works
A computer algorithm for reconstructing a scene from two projections
Longuet-Higgins, H. C. (1981) · Nature · doi:10.1038/293133a0 · Cited by 2,407 · see citing works
In defense of the eight-point algorithm
Hartley, R. I. (1997) · IEEE Transactions on Pattern Analysis and Machine Intelligence · doi:10.1109/34.601246 · Cited by 1,646 · see citing works
Mouatasim, A. E., Houri, A. E., Houari, B. E., & Houça, R. (2006) · Annalen der Physik · doi:10.1002/(issn)1521-3889 · Cited by 669 · see citing works
THE BLOOD SUPPLY OF VARIOUS SKIN AREAS AS ESTIMATED BY THE PHOTOELECTRIC PLETHYSMOGRAPH
Hertzman, A. B. (1938) · American Journal of Physiology-Legacy Content · doi:10.1152/ajplegacy.1938.124.2.328 · Cited by 455 · see citing works
Boltzmann, L. (1884) · Annalen der Physik · doi:10.1002/andp.18842580616 · Cited by 344 · see citing works
Zur Theorie des Gesetzes der Energieverteilung im Normalspectrum
Planck, M. (1900) · Cited by 341 · see citing works
Wieringa, F. P., Mastik, F., & van der Steen, A. F. W. (2005) · Annals of Biomedical Engineering · doi:10.1007/s10439-005-5763-2 · Cited by 284 · see citing works
Neonatal non-contact respiratory monitoring based on real-time infrared thermography
Abbas, A. K., Heimann, K., Jergus, K., Orlikowsky, T. W., & Leonhardt, S. K. (2011) · BioMedical Engineering OnLine · doi:10.1186/1475-925x-10-93 · Cited by 227 · see citing works
Self-citationWu, T., Blažek, V., & Schmitt, H. J. (2000) · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · doi:10.1117/12.407646 · Cited by 117 · see citing works
Contactless mapping of rhythmical phenomena in tissue perfusion using PPGI
Huelsbusch, M., & Blažek, V. (2002) · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · doi:10.1117/12.463573 · Cited by 110 · see citing works
Disruption of barrier function in neonatal skin associated with adhesive removal
Lund, C., Nonato, L. B., Kuller, J. M., Franck, L. S., Cullander, C., & Durand, D. J. (1997) · The Journal of Pediatrics · doi:10.1016/s0022-3476(97)80060-1 · Cited by 107 · see citing works
Venema, B., Blanik, N., Blažek, V., Gehring, H., Opp, A., & Leonhardt, S. K. (2012) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2012.2196276 · Cited by 81 · see citing works
Self-citationApplications of photoelectric plethysmography in peripheral vascular disease
Hertzman, A. B., & Dillon, J. B. (1940) · American Heart Journal · doi:10.1016/s0002-8703(40)90534-8 · Cited by 57 · see citing works
Value of Quantitative Photoplethysmography for Functional Vascular Diagnostics
Schultz-Ehrenburg, U., & Blažek, V. (2001) · Skin Pharmacology and Physiology · doi:10.1159/000056362 · Cited by 53 · see citing works
Scalise, L. (2012) · InTech eBooks · doi:10.5772/22937 · Cited by 48 · see citing works
Neonatal infrared thermography imaging: Analysis of heat flux during different clinical scenarios
Abbas, A. K., Heimann, K., Blažek, V., et al. (2012) · Infrared Physics & Technology · doi:10.1016/j.infrared.2012.07.001 · Cited by 41 · see citing works
Self-citationSchmid-Schönbein, H., Ziege, S., Grebe, R., et al. (2008) · International Journal of Microcirculation · doi:10.1159/000179251 · Cited by 30 · see citing works
Neonatal Infrared Thermography Monitoring
Abbas, A. K., Heiman, K., Jergus, K., Orlikowsky, T. W., & Leonhardt, S. K. (2012) · IGI Global eBooks · doi:10.4018/978-1-4666-0975-4.ch005 · Cited by 7 · see citing works
Self-citationBiomedical Technology - 2011 and Beyond
Blažek, V. (2011) · Communications - Scientific letters of the University of Zilina · doi:10.26552/com.c.2011.1.5-12 · Cited by 7 · see citing works
Flagged first, then by citations
Research works printed but not linked: 6
- V. Blazek and U. Schultz-Ehrenburg, Quantitative Photoplethysmography. Basic Facts and Examination Tests for Evaluating Peripheral Vascular Functions, VDI Verlag, Düsseldorf (1996). Journal of Biomedical Optics 016012-9 January 2014 • Vol. 19
- Blanik et al.: Hybrid optical imaging technology for long-term remote monitoring. . . Downloaded From: https://www.spiedigitallibrary.org/journals/Journal-of-Biomedical-Optics on 22 Jun 2023 Terms of Use: https://www.spiedigitallibrary.org/terms-of-use
- V. Perlitz et al., "A self-organised rhythm in the autonomous nervous system: a preliminary interpretation of the ca. 0.15 Hz-band activity pre- vailing in neuronal centres and peripheral effectors," in Computer-Aided Noninvasive Vascular Diagnostics, V. Blazek and U. Schultz- Ehrenburg, Eds., pp. 45-56, Mainz Wissenschaftsverlag, Germany (2005).
- M. Hülsbusch, "A functional imaging technique for optoelectronic assessment of skin perfusion," Ph.D. Thesis, RWTH Aachen University, Germany (2008).
- Steffen Leonhardt received his MS degree in computer engineering from the State University of New York, Buffalo, the Dipl.-Ing. degree in electrical engineering and the Dr.-Ing. degree in control engineering both from the Technical University of Darmstadt, Germany, and the MD degree in medicine from J.W. Goethe University, Frankfurt, Germany. Since 2003, he has been a professor and head of the Chair of Medical Information Technology, RWTH Aachen University. Journal of Biomedical Optics 016012-10 January 2014 • Vol. 19
- Blanik et al.: Hybrid optical imaging technology for long-term remote monitoring. . . Downloaded From: https://www.spiedigitallibrary.org/journals/Journal-of-Biomedical-Optics on 22 Jun 2023 Terms of Use: https://www.spiedigitallibrary.org/terms-of-use
Cited by
Sorted by citations
The Current State of Optical Sensors in Medical Wearables
Vavrinsky, E., Esfahani, N. E., Hausner, M., Kuzma, A., Rezo, V., Donoval, M., & Kosnacova, H. (2022) · Biosensors · doi:10.3390/bios12040217 · Cited by 103 · see citing works
- Authors
- Blanik, N., Abbas, A. K., Venema, B., Blazek, V., & Leonhardt, S.
- Affiliations
- RWTH Aachen University (DE)
- Univ. Hospital Aachen
- ORCID
- Leonhardt, Steffen
- Venue
- Journal of Biomedical Optics
- Publisher
- SPIE-Intl Soc Optical Eng
- Published
- 2014-01-17
- Volume
- 19
- Issue
- 01
- Pages
- 1-11
- ISSN
- 1083-3668 (ISSN-L)
- 1560-2281
- OpenAlex
- W2160278699
- Cited by
- 58
- References
- 21
- Citations by year
- 2026: 2 · 2025: 3 · 2024: 7 · 2023: 1 · 2022: 6 · 2021: 9 · 2020: 4 · 2019: 5 · 2018: 5 · 2017: 6 · 2016: 4 · 2015: 2 · 2014: 4
- FWCI
- 2.77
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Journal of Biomedical Optics (publishedVersion, cc-by)
- PubMed (publishedVersion)
- RWTH Publications (RWTH Aachen) (submittedVersion)
- Topics
- Physical Sciences › Engineering › Biomedical Engineering › Non-Invasive Vital Sign Monitoring
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Infrared Thermography in Medicine
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Optical Imaging and Spectroscopy Techniques
- Keywords
- imaging photoplethysmography, infrared thermography, skin blood flow, skin temperature, heart rate, heart rate variability, respiration rate, respiratory variation, vasomotion, vital signs monitoring
- MeSH terms
- Algorithms, Calibration, Equipment Design, Heart Rate, Humans, Infant Care, Infant, Newborn, Monitoring, Physiologic, Perfusion, Signal Processing, Computer-Assisted, Skin, Skin Temperature, Temperature, Thermography, Reproducibility of Results, Photoplethysmography, Telemedicine, Optics and Photonics, Respiratory Rate, Optical Imaging
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review