Four Types of Pulse Oximeters Accurately Detect Hypoxia during Low Perfusion and Motion
Abstract
Background Pulse oximeter performance is degraded by motion artifacts and low perfusion. Manufacturers developed algorithms to improve instrument performance during these challenges. There have been no independent comparisons of these devices. Methods We evaluated the performance of four pulse oximeters (Masimo Radical-7, USA; Nihon Kohden OxyPal Neo, Japan; Nellcor N-600, USA; and Philips Intellivue MP5, USA) in 10 healthy adult volunteers. Three motions were evaluated: tapping, pseudorandom, and volunteer-generated rubbing, adjusted to produce photoplethsmogram disturbance similar to arterial pulsation amplitude. During motion, inspired gases were adjusted to achieve stable target plateaus of arterial oxygen saturation (SaO2) at 75%, 88%, and 100%. Pulse oximeter readings were compared with simultaneous arterial blood samples to calculate bias (oxygen saturation measured by pulse oximetry [SpO2] - SaO2), mean, SD, 95% limits of agreement, and root mean square error. Receiver operating characteristic curves were determined to detect mild (SaO2 Results Pulse oximeter readings corresponding to 190 blood samples were analyzed. All oximeters detected hypoxia but motion and low perfusion degraded performance. Three of four oximeters (Masimo, Nellcor, and Philips) had root mean square error greater than 3% for SaO2 70 to 100% during any motion, compared to a root mean square error of 1.8% for the stationary control. A low perfusion index increased error. Conclusions All oximeters…
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
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?
Pulse oximeters underperform under circumstances of low perfusion.
“it is known that pulse oximeters underperform under circumstances of low perfusion [33]”
From Investigating the accuracy of blood oxygen saturation measurements in common consumer smartwatches (2023) · cites this paper as [33]
Cites
STATISTICAL METHODS FOR ASSESSING AGREEMENT BETWEEN TWO METHODS OF CLINICAL MEASUREMENT
Martin Bland, J., & Altman, D. (1986) · The Lancet · doi:10.1016/s0140-6736(86)90837-8 · Cited by 47,965 · see citing works
Beckett, A. H., Rowland, M., & TURNER, P. (1965) · The Lancet · doi:10.1016/s0140-6736(65)91037-8 · Cited by 16,917 · see citing works
Statistical methods for assessing agreement between two methods of clinical measurement
Bland, J. M., & Altman, D. G. (2010) · International Journal of Nursing Studies · doi:10.1016/j.ijnurstu.2009.10.001 · Cited by 5,220 · see citing works
Agreement Between Methods of Measurement with Multiple Observations Per Individual
Bland, J. M., & Altman, D. G. (2007) · Journal of Biopharmaceutical Statistics · doi:10.1080/10543400701329422 · Cited by 1,864 · see citing works
Simple, accurate equations for human blood O2 dissociation computations
Severinghaus, J. W. (1979) · Journal of Applied Physiology · doi:10.1152/jappl.1979.46.3.599 · Cited by 751 · see citing works
Jubran, A. (2015) · Critical Care · doi:10.1186/s13054-015-0984-8 · Cited by 511 · see citing works
Pulse oximetry: fundamentals and technology update
Nitzan, M., Romem, A., & Koppel, R. (2014) · Medical Devices: Evidence and Research · doi:10.2147/mder.s47319 · Cited by 438 · see citing works
Effects of skin pigmentation on pulse oximeter accuracy at low saturation
Bickler, P. E., Feiner, J. R., & Severinghaus, J. W. (2005) · Anesthesiology · doi:10.1097/00000542-200504000-00004 · Cited by 427 · see citing works
Self-citationJubran, A. (2004) · Intensive Care Medicine · doi:10.1007/s00134-004-2399-x · Cited by 400 · see citing works
The Effects of Motion on the Performance of Pulse Oximeters in Volunteers (Revised publication)
Barker, S. J., & Shah, N. K. (1997) · Anesthesiology · doi:10.1097/00000542-199701000-00014 · Cited by 197 · see citing works
The Effect of Motion on Pulse Oximetry and Its Clinical Significance
Petterson, M. T., Begnoche, V. L., & Graybeal, J. M. (2007) · Anesthesia & Analgesia · doi:10.1213/01.ane.0000278134.47777.a5 · Cited by 177 · see citing works
“Motion-Resistant” Pulse Oximetry: A Comparison of New and Old Models
Barker, S. J. (2002) · Anesthesia & Analgesia · doi:10.1097/00000539-200210000-00033 · Cited by 176 · see citing works
Baysal, A., Doğukan, M., & Toman, H. (2015) · Critical Care · doi:10.1186/cc14352 · Cited by 95 · see citing works
Gehring, H., Hornberger, C., Matz, H., Konecny, E., & Schmucker, P. (2002) · Respiratory Care · doi:10.1177/002013240204700105 · Cited by 92 · see citing works
Bickler, P. E., Feiner, J., Lipnick, M. S., Batchelder, P. B., MacLeod, D. B., & Severinghaus, J. W. (2016) · Anesthesia & Analgesia · doi:10.1213/ane.0000000000001421 · Cited by 88 · see citing works
Self-citationNew-Generation Pulse Oximetry in the Care of Critically Ill Patients
Giuliano, K. K., & Higgins, T. L. (2005) · American Journal of Critical Care · doi:10.4037/ajcc2005.14.1.26 · Cited by 64 · see citing works
Batchelder, P. B., & Raley, D. M. (2007) · Anesthesia & Analgesia · doi:10.1213/01.ane.0000268495.35207.ab · Cited by 62 · see citing works
Performance of three new-generation pulse oximeters during motion and low perfusion in volunteers
Shah, N., Ragaswamy, H. B., Govindugari, K., & Estanol, L. (2012) · Journal of Clinical Anesthesia · doi:10.1016/j.jclinane.2011.10.012 · Cited by 62 · see citing works
Hummler, H., Engelmann, A., Pohlandt, F., Högel, J., & Franz, A. R. (2006) · Intensive Care Medicine · doi:10.1007/s00134-006-0254-y · Cited by 58 · see citing works
Recent advances in pulse oximetry
Cannesson, M. P., & Talke, P. O. (2009) · F1000 Medicine Reports · doi:10.3410/m1-66 · Cited by 44 · see citing works
A characterization of motion affecting pulse oximetry in 350 patients.
Tobin, R. M., Pologe, J. A., & Batchelder, P. B. (2002) · PubMed · Cited by 38 · see citing works
Influence of pulse oximeter lower alarm limit on the incidence of hypoxaemia in the recovery room
Rheineck-Leyssius, A. T., & Kalkman, C. J. (1997) · British Journal of Anaesthesia · doi:10.1093/bja/79.4.460 · Cited by 34 · see citing works
Issues in the laboratory evaluation of pulse oximeter performance.
Jopling, M. W., Mannheimer, P. D., & Bebout, D. E. (2002) · PubMed · Cited by 21 · see citing works
Comparison of new generation motion‐resistant pulse oximeters
Townshend, J., Taylor, B. J., Galland, B. C., & Williams, S. (2006) · Journal of Paediatrics and Child Health · doi:10.1111/j.1440-1754.2006.00873.x · Cited by 16 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Racial bias in pulse oximetry measurement
Sjoding, M. W., Dickson, R. P., Iwashyna, T. J., Gay, S. E., & Valley, T. S. (2020) · New England Journal of Medicine · doi:10.1056/nejmc2029240 · Cited by 1,114 · see citing works
Current progress of photoplethysmography and SPO2 for health monitoring
TAMURA, T. (2019) · Biomedical Engineering Letters · doi:10.1007/s13534-019-00097-w · Cited by 260 · see citing works
Valbuena, V. S. M., Seelye, S., Sjoding, M. W., Valley, T. S., Dickson, R. P., Gay, S. E., Claar, D., Prescott, H. C., & Iwashyna, T. J. (2022) · BMJ · doi:10.1136/bmj-2021-069775 · Cited by 127 · see citing works
Valbuena, V. S. M., Barbaro, R. P., Claar, D. D., Valley, T. S., Dickson, R. P., Gay, S. E., Sjoding, M. W., & Iwashyna, T. J. (2021) · CHEST Journal · doi:10.1016/j.chest.2021.09.025 · Cited by 114 · see citing works
A review of the effect of skin pigmentation on pulse oximeter accuracy
Al-Halawani, R., Charlton, P. H., Qassem, M., & Kyriacou, P. A. (2023) · Physiological Measurement · doi:10.1088/1361-6579/acd51a · Cited by 119 · see citing works
Pulse Oximeter Performance, Racial Inequity, and the Work Ahead
Okunlola, O. E., Lipnick, M. S., Batchelder, P. B., Bernstein, M., Feiner, J. R., & Bickler, P. E. (2022) · Respiratory Care · doi:10.4187/respcare.09795 · Cited by 96 · see citing works
Self-citationThe Use of Pulse Oximetry in the Assessment of Acclimatization to High Altitude
Dünnwald, T., Kienast, R., Niederseer, D., & Burtscher, M. (2021) · Sensors · doi:10.3390/s21041263 · Cited by 79 · see citing works
Gudelunas, M. K., Lipnick, M. S., Hendrickson, C. M., Vanderburg, S. B., Okunlola, B., Auchus, I., Feiner, J., & Bickler, P. E. (2023) · Anesthesia & Analgesia · doi:10.1213/ane.0000000000006755 · Cited by 68 · see citing works
Self-citationContinuous vital sign monitoring after major abdominal surgery—Quantification of micro events
Duus, C. L., Aasvang, E. K., Olsen, R. M., Sørensen, H. B. D., Jørgensen, L. N., Achiam, M. P., & Meyhoff, C. S. (2018) · Acta Anaesthesiologica Scandinavica · doi:10.1111/aas.13173 · Cited by 59 · see citing works
Peripheral perfusion index of pulse oximetry in adult patients: a narrative review
Sun, X., He, H., Xu, M., & Long, Y. (2024) · European journal of medical research · doi:10.1186/s40001-024-02048-3 · Cited by 55 · see citing works
Predicting patient decompensation from continuous physiologic monitoring in the emergency department
Sundrani, S. C., Chen, J., Jin, B. T., Abad, Z. S. H., Rajpurkar, P., & Kim, D. A. (2023) · npj Digital Medicine · doi:10.1038/s41746-023-00803-0 · Cited by 53 · see citing works
Poorzargar, K., Pham, C., Ariaratnam, J., Lee, K., Parotto, M., Englesakis, M. F., Chung, F. F., & Nagappa, M. (2022) · Journal of Clinical Monitoring and Computing · doi:10.1007/s10877-021-00797-8 · Cited by 51 · see citing works
Benefits and risks of oxygen therapy during acute medical illness: Just a matter of dose!
Allardet-Servent, J., Sicard, G., Metz, V., & Chiche, L. (2019) · La Revue de Médecine Interne · doi:10.1016/j.revmed.2019.04.003 · Cited by 51 · see citing works
Lauterbach, C. J., Romano, P. A., Greisler, L. A., Brindle, R. A., Ford, K. R., & Kuennen, M. R. (2020) · Research Quarterly for Exercise and Sport · doi:10.1080/02701367.2020.1759768 · Cited by 43 · see citing works
Accuracy of Multiple Pulse Oximeters in Stable Critically Ill Patients
Blanchet, M.-A., Mercier, G., Delobel, A., Nayet, E., Bouchard, P.-A., Simard, S., L’Her, E., Branson, R. D., & Lellouche, F. (2023) · Respiratory Care · doi:10.4187/respcare.10582 · Cited by 42 · see citing works
The Importance of Data Quality Control in Using Fitbit Device Data From the Research Program
Lederer, L. E., Breton, A., Jeong, H., Master, H., Roghanizad, A. R., & Dunn, J. (2023) · JMIR mhealth and uhealth · doi:10.2196/45103 · Cited by 41 · see citing works
Ráfl, J., Bachman, T. E., Rafl-Huttova, V., Walzel, Š., & Rožánek, M. (2022) · Digital Health · doi:10.1177/20552076221132127 · Cited by 35 · see citing works
Investigating the accuracy of blood oxygen saturation measurements in common consumer smartwatches
Jiang, Y., Spies, C., Magin, J., Bhosai, S. J., Snyder, L., & Dunn, J. (2023) · PLOS Digital Health · doi:10.1371/journal.pdig.0000296 · Cited by 36 · see citing works
“For example, it is known that pulse oximeters underperform under circumstances of low perfusion [33].”
BackgroundChesley, C. F., Lane-Fall, M. B., Panchanadam, V., Harhay, M. O., Wani, A. A., Mikkelsen, M. E., & Fuchs, B. D. (2022) · Respiratory Care · doi:10.4187/respcare.09769 · Cited by 36 · see citing works
Marillier, M., Bernard, A., Vergès, S., Moran‐Mendoza, O., O’Donnell, D. E., & Neder, J. A. (2021) · Thorax · doi:10.1136/thoraxjnl-2020-215135 · Cited by 34 · see citing works
Yu, Y. S., Wang, J., Wang, Q., Wang, J., Min, J., Wang, S., Wang, P., Huang, R., Xiao, J. Z., Zhang, Y., et al. (2020) · Annals of Translational Medicine · doi:10.21037/atm-20-2614 · Cited by 32 · see citing works
Santos, M., Vollam, S., Pimentel, M. A. F., Areia, C. M., Young, L., Román, C., Ede, J., Piper, P., King, E., Harford, M., et al. (2021) · Journal of Medical Internet Research · doi:10.2196/28890 · Cited by 31 · see citing works
Facing SpO2 and SaO2 discrepancies in ICU patients: is the perfusion index helpful?
Thijssen, M. G., Janssen, L., le Noble, J. L. M. L., & Foudraine, N. A. (2019) · Journal of Clinical Monitoring and Computing · doi:10.1007/s10877-019-00371-3 · Cited by 29 · see citing works
Pham, L. V., Jun, J. C., & Polotsky, V. Y. (2022) · Handbook of clinical neurology · doi:10.1016/b978-0-323-91532-8.00017-3 · Cited by 27 · see citing works
Elvekjær, M., Carlsson, C. J., Rasmussen, S. M., Porsbjerg, C. M., Grønbæk, K. K., Haahr-Raunkjær, C., Sørensen, H. B. D., Aasvang, E. K., Meyhoff, C. S., & WARD-Project Group (2021) · Physiological Measurement · doi:10.1088/1361-6579/ac010c · Cited by 23 · see citing works
Baker, K. S., Petzold, M., Mucunguzi, A., Wharton–Smith, A., Dantzer, E., Habte, T., Matata, L., Nanyumba, D., Okwir, M., Posada, M., et al. (2021) · EClinicalMedicine · doi:10.1016/j.eclinm.2021.101040 · Cited by 23 · see citing works
Areia, C. M., Vollam, S., Piper, P., King, E., Ede, J., Young, L., Santos, M., Pimentel, M. A. F., Román, C., Harford, M., et al. (2020) · BMJ Open · doi:10.1136/bmjopen-2019-034404 · Cited by 22 · see citing works
Schrading, W. A., McCafferty, B., Grove, J., & Page, D. B. (2020) · Journal of the American College of Emergency Physicians Open · doi:10.1002/emp2.12292 · Cited by 21 · see citing works
Proença, M., Ambuehl, J., Bonnier, G., Meister, T. A., Valentin, J., Soria, R., Ferrario, D., Lemay, M., & Rexhaj, E. (2023) · Scientific Reports · doi:10.1038/s41598-023-33205-z · Cited by 20 · see citing works
Pulse oximetry in paediatric primary care in low-income and middle-income countries
McCollum, E. D., King, C., Colbourn, T., Graham, H., Bernstein, M., Wilson, I. H., & Checkley, W. (2019) · The Lancet Respiratory Medicine · doi:10.1016/s2213-2600(19)30358-3 · Cited by 18 · see citing works
Self-citationRasmussen, P. S., Aasvang, E. K., Olsen, R. M., Haahr-Raunkjær, C., Elvekjær, M., Sørensen, H. B. D., & Meyhoff, C. S. (2020) · Acta Anaesthesiologica Scandinavica · doi:10.1111/aas.13711 · Cited by 17 · see citing works
Giuliano, K. K., Bilkovski, R. N., Beard, J., & Lamminmäki, S. (2023) · Journal of Clinical Monitoring and Computing · doi:10.1007/s10877-023-01029-x · Cited by 19 · see citing works
Heart-rate tuned comb filters for processing photoplethysmogram (PPG) signals in pulse oximetry
Alkhoury, L., Choi, J.-W., Wang, C., Rajasekar, A., Acharya, S., Mahoney, S., Shender, B. S., Hrebien, L., & Kam, M. (2021) · Journal of Clinical Monitoring and Computing · doi:10.1007/s10877-020-00539-2 · Cited by 15 · see citing works
Photoplethysmography in oxygenation and blood volume measurements
Abay, T. Y., & Kyriacou, P. A. (2021) · Elsevier eBooks · doi:10.1016/b978-0-12-823374-0.00003-7 · Cited by 16 · see citing works
Nguyen, L. S., Helias, M., Raia, L., Nicolas, E., Jaubert, P., Benghanem, S., Hamou, Z. A., Dupland, P., Charpentier, J., Pène, F., et al. (2022) · Scientific Reports · doi:10.1038/s41598-021-02634-z · Cited by 15 · see citing works
de Carvalho, E. B., Leite, T. R. S., Sacramento, R. F. D. M., do Nascimento, P. R. L., Samary, C. S., Rocco, P. R. M., & Silva, P. L. (2022) · Revista Brasileira de Terapia Intensiva · doi:10.5935/0103-507x.20220013-pt · Cited by 14 · see citing works
McCollum, E. D., King, C., Ahmed, S., Hanif, A. A. M., Roy, A. D., Islam, M. A., Colbourn, T., Schuh, H. B., Ginsburg, A. S., Hooli, S., et al. (2021) · BMJ Open Respiratory Research · doi:10.1136/bmjresp-2021-001023 · Cited by 13 · see citing works
Areia, C. M., Vollam, S., Young, L., Biggs, C. A., Pimentel, M. A. F., Santos, M., Thurley, N., Gerry, S., Tarassenko, L., & Watkinson, P. (2021) · BMJ Open · doi:10.1136/bmjopen-2020-047715 · Cited by 12 · see citing works
Zestic, J., Brecknell, B., Liley, H. G., & Sanderson, P. M. (2018) · Human Factors The Journal of the Human Factors and Ergonomics Society · doi:10.1177/0018720818793769 · Cited by 12 · see citing works
Wu, W., Stapelfeldt, F.-N., Kroker, S., Wasisto, H. S., & Waag, A. (2020) · IEEE Sensors Journal · doi:10.1109/jsen.2020.3048118 · Cited by 12 · see citing works
Helmer, P., Rodemers, P., Hottenrott, S., Leppich, R., Helwich, M., Pryss, R. C., Kranke, P., Meybohm, P., Winkler, B. E., & Sammeth, M. (2023) · iScience · doi:10.1016/j.isci.2023.108155 · Cited by 11 · see citing works
A review on remote health monitoring sensors and their filtering techniques
Rajeswari, D. S., Hitha Shree, J., Simha, A. L. N., Subhani, M. N., Shivaleelavathi, B. G., & Yatnalli, V. (2021) · Global Transitions Proceedings · doi:10.1016/j.gltp.2021.08.022 · Cited by 11 · see citing works
Assessment of skin pigmentation-related bias in pulse oximetry readings among adults
Khanna, A. K., Beard, J., Lamminmäki, S., Närväinen, J., Antaki, N., & Yapici, H. O. (2023) · Journal of Clinical Monitoring and Computing · doi:10.1007/s10877-023-01095-1 · Cited by 12 · see citing works
Usual and Advanced Monitoring in Patients Receiving Oxygen Therapy
Lellouche, F., & L’Her, E. (2020) · Respiratory Care · doi:10.4187/respcare.07623 · Cited by 12 · see citing works
Mulder, E., Schagatay, E. K. A., & Sieber, A. (2021) · Frontiers in Physiology · doi:10.3389/fphys.2021.649674 · Cited by 9 · see citing works
Gylys, R., Feiner, J., Pologe, J. A., Delianides, T. P., Sutter, S. A., Bickler, P. E., & Lipnick, M. S. (2023) · Journal of Clinical Monitoring and Computing · doi:10.1007/s10877-023-01031-3 · Cited by 9 · see citing works
Self-citationBubb, C. A. B., Weber, M., Kretsch, N., Heim, R. R., Zellhuber, I., Schmid, S., Kagerbauer, S. M., Kreuzer, J., Schaller, S. J., Blobner, M., et al. (2023) · Digital Health · doi:10.1177/20552076231211169 · Cited by 9 · see citing works
Bradke, B. S., Miller, T. A., & Everman, B. (2021) · Sensors · doi:10.3390/s21134543 · Cited by 9 · see citing works
Single-wavelength, single-shot pulse oximetry using an LED-generated vector beam
Jakachira, R., Diouf, M., Lin, Z., Burrow, J. A., Howes, A. M., Oguntolu, T. O., Carter, R., III, DUNSIGER, S. I., & Toussaint, K. C. (2022) · Optics Express · doi:10.1364/oe.461871 · Cited by 8 · see citing works
Wong, M. D., Chung, H., & Chawla, J. (2019) · Journal of Paediatrics and Child Health · doi:10.1111/jpc.14606 · Cited by 8 · see citing works
Pulse Oximetry Discrepancies and Occult Hypoxemia in ICU Patients: Predictors and Clinical Outcomes
Saidy, S. O., Iqbal, A., & Baig, S. H. (2025) · Journal of Intensive Care Medicine · doi:10.1177/08850666251351594 · Cited by 10 · see citing works
Some effects of putative G-protein biased mu-opioid receptor agonists in male rhesus monkeys
Cornelissen, J. C., Blough, B. E., Bohn, L., Negus, S. S., & Banks, M. L. (2021) · Behavioural Pharmacology · doi:10.1097/fbp.0000000000000634 · Cited by 6 · see citing works
Hunasikatti, M. (2021) · Journal of Clinical Sleep Medicine · doi:10.5664/jcsm.9178 · Cited by 5 · see citing works
Basing intubation of acutely hypoxemic patients on physiologic principles
Laghi, F. A., Shaikh, H., & Caccani, N. (2024) · Annals of Intensive Care · doi:10.1186/s13613-024-01327-w · Cited by 5 · see citing works
Hirota, K., Mayahara, T., Fujii, Y., & Nishi, K. (2022) · COVID · doi:10.3390/covid2010004 · Cited by 4 · see citing works
Mark, N., Lyubin, A., Gerasi, R., Ofir, D., Tsur, A. M., Chen, J., & Bader, T. (2021) · Military Medicine · doi:10.1093/milmed/usaa314 · Cited by 4 · see citing works
Katayama, S., Shima, J., Tonai, K., Koyama, K., & Nunomiya, S. (2021) · Scientific Reports · doi:10.1038/s41598-021-88608-7 · Cited by 4 · see citing works
Kumar, M. G., Kaur, S., & Kumar, R. (2021) · Journal of Clinical Monitoring and Computing · doi:10.1007/s10877-021-00747-4 · Cited by 4 · see citing works
Monitoring free flaps and replanted digits via perfusion index – A proof of concept study
Strauss, C. J., Anker, A., Klein, S., Kemper, R., Brébant, V., Prantl, L., & Geis, S. (2022) · University of Regensburg Publication Server (University of Regensburg) · Cited by 4 · see citing works
Maso, I., Luvizutto, G. J., Miranda, J. M. D. A., do Nascimento, C. F., Miranda, L. A., Pinto, E. B., dos Santos, F. M. K., Souza, R. M., Moro, C. H. C., Bazán, R., et al. (2025) · Arquivos de Neuro-Psiquiatria · doi:10.1055/s-0045-1806924 · Cited by 3 · see citing works
Evaluating the Accuracy of Low-Cost Wearable Sensors for Healthcare Monitoring
Filgueiras, T. P., Bertemes-Filho, P., & Noveletto, F. (2025) · Micromachines · doi:10.3390/mi16070791 · Cited by 3 · see citing works
Monitoring free flaps and replanted digits via perfusion index – A proof of concept study
Strauss, C., Anker, A., Klein, S., Kemper, R., Brebant, V., Prantl, L., & Geis, S. (2021) · Clinical Hemorheology and Microcirculation · doi:10.3233/ch-211295 · Cited by 3 · see citing works
Accuracy of Oxygen Saturation Measurements in Patients with Obesity Undergoing Bariatric Surgery
Xiong, Y., Pan, G., Huang, W., Yang, W., Hu, R., Mai, Y., Chen, L., Miao, J., & Peng, X. (2022) · Obesity Surgery · doi:10.1007/s11695-022-06221-7 · Cited by 3 · see citing works
Marlar, A. I., Knabe, B. K., Taghikhan, Y., Applegate, R. L., & Fleming, N. (2024) · Journal of Clinical Monitoring and Computing · doi:10.1007/s10877-024-01211-9 · Cited by 3 · see citing works
Allen, P. E., Akinwumi, A. D., Kroeze, E. G., Leigh, P. Y., Ramirez, S. N., Smart, G. L., Thomas, T. M., & Paris, H. L. R. (2024) · Obesities · doi:10.3390/obesities4020016 · Cited by 2 · see citing works
Vikne, H., Kjeserud, J. A., Westgaard, W., Westlie, R. B., Kåsin, J. I., Medbø, J. I., Gjøvaag, T. F., & Holmedahl, N. H. (2025) · PLoS ONE · doi:10.1371/journal.pone.0326674 · Cited by 3 · see citing works
Hegarty‐Craver, M., Womack, D. S., Thornburg, J. W., Boe, T., Archer, M. J., & Calfee, M. W. (2025) · JMIR Formative Research · doi:10.2196/72324 · Cited by 2 · see citing works
Elia, A., & Keramidas, M. E. (2026) · Respiratory Physiology & Neurobiology · doi:10.1016/j.resp.2026.104603 · Cited by 2 · see citing works
Conventional Oxygen Therapy: Technical and Physiological Issues
Lellouche, F., & L’Her, E. (2021) · Springer eBooks · doi:10.1007/978-3-030-42454-1_1 · Cited by 3 · see citing works
Design of a Physiological Monitoring Device for Holistic Telemedicine Applications
Kullayappa, G. R., Kumar, C. M., & Alam, K. T. (2022) · MAPAN · doi:10.1007/s12647-022-00577-y · Cited by 2 · see citing works
Kaçmaz, Ö., Gökdemir, G. Ş., Özel, M., & Gökdemir, M. T. (2022) · Harran Üniversitesi Tıp Fakültesi Dergisi · doi:10.35440/hutfd.1067974 · Cited by 2 · see citing works
Huang, L., Li, M., Zhao, Y., & He, D. K. (2018) · IEEE International Conference on Mechatronics and Automation (ICMA) · doi:10.1109/icma.2018.8484369 · Cited by 2 · see citing works
Acil Serviste Çalışan Hemşirelerin Pulse Oksimetre Bilgisine Eğitimin Etkisi
ALTUN, N., Uğraş, G. A., & Yüksel, S. (2021) · Sağlık Akademisi Kastamonu · doi:10.25279/sak.692942 · Cited by 1 · see citing works
Clinical evaluation for the pharyngeal oxygen saturation measurements in shocked patients
Hassan, E. A., Mohamed, S. N., Hamouda, E. H., & Ahmed, N. T. (2022) · BMC Nursing · doi:10.1186/s12912-022-01073-z · Cited by 1 · see citing works
Khan, A. R., Rabbani, B., Jameel, A., Khan, B., Husain, T., & Ahmed, J. (2024) · ANNALS OF ABBASI SHAHEED HOSPITAL AND KARACHI MEDICAL & DENTAL COLLEGE · doi:10.58397/ashkmdc.v29i1.794 · Cited by 1 · see citing works
Anaesthetic Management of a Patient with Heterotaxy Syndrome for Emergency Mechanical Thrombectomy
Madhusudhan, S., Sethuraman, M., & Vimala, S. (2025) · Neurology India · doi:10.4103/neurol-india.neurol-india-d-24-00401 · Cited by 1 · see citing works
Inter-Finger Variability of SpO2 During Hypoxemia and Step Resaturation
Walzel, Š., Rafl-Huttova, V., Rožánek, M., Kudrna, P., Rybář, M., & Ráfl, J. (2025) · Healthcare · doi:10.3390/healthcare13202648 · Cited by 1 · see citing works
Karlsson, N., Lindstrand, F. O., Johansson, L., & Sjödin, C. (2026) · Journal of Intensive Care · doi:10.1186/s40560-026-00847-w · Cited by 2 · see citing works
Wu, X., Qin, H., Huang, H., Jiang, J., Wu, X., Liu, Z., Li, M., & Li, S. (2026) · The Clinical Respiratory Journal · doi:10.1111/crj.70176 · Cited by 1 · see citing works
Analysis of the difference in pulse oxygen saturation between the ventral and dorsal fingers
Zhen, Y., Zhu, J., Liu, L., Wang, B., Wang, L., Cui, W., & Liu, D. (2021) · International Journal of Nursing Practice · doi:10.1111/ijn.12916 · Cited by 1 · see citing works
Development of Personalized Health Detection Device for Covid-19
Yatnalli, V., Bhusare, S. S., Shivaleelavathi, B. G., Rajeswari, D. S., HithaShree, J., Simha, A. L. N., & Subhani, M. N. (2024) · International Conference on Intelligent Data Communication Technologies and Internet of Things (IDCIoT) · doi:10.1109/idciot59759.2024.10468030 · Cited by 1 · see citing works
Transforming in-clinic post-operative and intermediate care with cosinuss°
Zellhuber, I., Schade, M., Adams, T., Blobner, M., Weber, M., & Bubb, C. A. B. (2024) · Computational and Structural Biotechnology Journal · doi:10.1016/j.csbj.2024.10.002 · Cited by 1 · see citing works
Interference of pulse oximeter reading in an undiagnosed case of Hansen's disease
Dwivedi, D., Sukhadeve, A., & Jahan, N. (2019) · International Journal of Mycobacteriology · doi:10.4103/ijmy.ijmy_118_19 · Cited by 1 · see citing works
Sensorex: Review on Saturation Extraction Algorithms on Demand of Low-cost Optical Pulse Oximetry
Lipchak, D., Chupov, A., & Soldatchenkov, A. (2021) · Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology (USBEREIT) · doi:10.1109/usbereit51232.2021.9455023 · Cited by 1 · see citing works
Mitigation of Motion Artifacts in Pulse Oximetry through Redundant Sensors
Alkhoury, L., Choi, J., Wang, C., Mahoney, S., Shender, B. S., Hrebien, L., & Kam, M. (2022) · Signal Processing: Algorithms, Architectures, Arrangements, and Applications · doi:10.23919/spa53010.2022.9927970 · Cited by 1 · see citing works
Considerations while using Fitbit Data in the All of Us Research Program: Tutorial (Preprint)Preprint
Lederer, L. E., Breton, A., Jeong, H., Master, H., Roghanizad, A. R., & Dunn, J. (2022) · doi:10.2196/preprints.45103 · Cited by 1 · see citing works
Performance of Wearable Pulse Oximetry During Controlled Hypoxia InductionPreprint
Jiang, Y., Spies, C. S., Wang, W. K., Roghanizad, A. R., Bhosai, S. J., Snyder, L. D., Burke, A., MacLeod, D., & Dunn, J. (2024) · medRxiv · doi:10.1101/2024.07.16.24310506 · Cited by 1 · see citing works
Vargas, L. C., & Mendoza, J. G. (2018) · Revista Científica Odontológica · doi:10.21142/2523-2754-0601-2018-39-50
INTENSIFIED HOME-MANAGEMENT FOR WORRISOME COVID-19 ADULT PATIENTS
Jonckheere, P., Belche, J. L., Castanares‐Zapatero, D., Henrard, G., Jespers, V., Laet, C. E. D. H. D., Mistiaen, P., Mouillet, M., Orban, T., Ricour, C., et al. (2021) · ORBi (University of Liège)
Bourgain, J.-L. (2021) · EMC - Anestesia-Rianimazione · doi:10.1016/s1283-0771(21)44996-0
Bourgain, J.-L. (2021) · EMC - Anestesia-Reanimación · doi:10.1016/s1280-4703(21)45024-3
Response to letter to the editor
Eisenberg, M. E., & Levin, R. (2019) · Journal of Clinical Monitoring and Computing · doi:10.1007/s10877-019-00407-8
The Search for Optimal Oxygen Saturation Targets in Sepsis Patients: a retrospective studyPreprint
Wang, K., Hao, Q., Hu, Z., Wang, J., Juan, Z., & wang, Y. (2022) · Research Square · doi:10.21203/rs.3.rs-2190892/v1
Filippou, S., Iakovidis, P., Lytras, D., Kasimis, K., Solomonidou, F., & Kopsidas, C. (2023) · Physiologia · doi:10.3390/physiologia3020018
Marforio, S. A., Hansson, E. E., & Josenby, A. L. (2024) · Physical & Occupational Therapy In Pediatrics · doi:10.1080/01942638.2024.2386475
Walzel, Š. (2024) · World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany · doi:10.1007/978-3-031-62502-2_3
Adylov, T. S., Shestak, E. V., & Starkov, V. Y. (2024) · General Reanimatology · doi:10.15360/1813-9779-2024-4-48-54
Hegarty‐Craver, M., Womack, D. S., Thornburg, J., Boe, T., Archer, M. J., & Calfee, W. (2025) · doi:10.2196/preprints.72324
Hemkumar, A., Hermann, J., Wilson, B., & Rajbhandary, P. L. (2025) · Design and Quality for Biomedical Technologies · doi:10.1117/12.3042294
Remote Assessment of the Respiratory and Cardiovascular Systems
Tonelli, R., Bruzzi, G., Marchioni, A., & Clini, E. M. (2025) · TELe-Health · doi:10.1007/978-3-031-89661-3_13
- Authors
- Louie, A., Feiner, J. R., Bickler, P. E., Rhodes, L., Bernstein, M., & Lucero, J.
- Affiliations
- University of California, San Francisco (US)
- Corresponding author
- Lucero, Jennifer
- Venue
- Anesthesiology
- Published
- 2018-03
- Volume
- 128
- Issue
- 3
- Pages
- 520-530
- ISSN
- 0003-3022 (ISSN-L)
- OpenAlex
- W2773802879
- Cited by
- 106
- References
- 24
- Citations by year
- 2026: 6 · 2025: 13 · 2024: 11 · 2023: 13 · 2022: 17 · 2021: 26 · 2020: 9 · 2019: 7 · 2018: 4
- FWCI
- 2.46
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Anesthesiology (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Physical Sciences › Engineering › Biomedical Engineering › Non-Invasive Vital Sign Monitoring
- Health Sciences › Medicine › Surgery › Hemodynamic Monitoring and Therapy
- Health Sciences › Medicine › Complementary and alternative medicine › Cardiovascular and exercise physiology
- Keywords
- pulse oximeter, hypoxemia detection, motion artifacts, low perfusion, arterial oxygen saturation, photoplethysmography, pulse oximetry accuracy, device comparison, hypoxia sensitivity
- MeSH terms
- Adult, Algorithms, Hypoxia, Female, Humans, Male, Motion, Oximetry, Oxygen, Reference Values, Reproducibility of Results, Artifacts, Young Adult
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