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Skip search results from other journals and go to results- 2 Journal of Medical Internet Research
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Performance of a Wearable Ring in Controlled Hypoxia: A Prospective Observational Study
For example, it has been known since 1990 [3] that skin color may affect measured Sp O2, with pulse oximeters typically overestimating Sa O2 in dark skin in the presence of occult hypoxemia [4-6]. Skin color is impacted not only by melanin pigment but also by blood flow, skin thickness, and photoaging [7]. Other patient factors that can affect noninvasive pulse oximeter accuracy with optical sensors are anemia, skin temperature, tobacco use, and fingernail polish [8].
JMIR Form Res 2024;8:e54256
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Predicting Hypoxia Using Machine Learning: Systematic Review
To prevent general hypoxia and to detect deterioration quickly, hypoxemia monitoring is commonly performed using pulse oximetry as a continuous and noninvasive assessment, especially in the intensive care unit (ICU) and operating room (OR) [4]. Hypoxemia is defined as an abnormally low level of blood oxygen. In addition to pulse oximetry, it can be assessed through an arterial blood gas analysis or imaging techniques, which can additionally serve as reliable indicators of subsequent tissue damage [3].
JMIR Med Inform 2024;12:e50642
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The primary objective of this study was to determine the specificity and sensitivity of currently available ambulatory vital sign–monitoring equipment for the detection of hypoxemia. The secondary objective was to determine the effect of motion on data acquisition by the same devices.
This research publication follows the Standards for Reporting Diagnostic Accuracy Studies reporting guidelines [19] and reports the results of the study protocol of Areia et al [20].
J Med Internet Res 2022;24(2):e28890
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Clinical Mortality in a Large COVID-19 Cohort: Observational Study
A striking reported feature of COVID-19 is the rapid progression of respiratory failure soon after the onset of dyspnea and hypoxemia [13]. The US National Institutes of Health (NIH) has reported that hypoxemia is common in hospitalized patients with COVID-19 and that the criteria for hospital admission, ICU admission, and mechanical ventilation differ between countries [14].
J Med Internet Res 2020;22(9):e23565
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