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Accurate assessment of vital parameters is essential for diagnosis and triage of critically ill patients, but not always feasible in out-of-hospital settings due to the lack of suitable devices. We performed an extensive validation of a novel prototype in-ear device, which was proposed for the non-invasive, combined measurement of core body temperature (Tc), oxygen saturation (SpO), and heart rate (HR) in harsh environments. A pilot study with randomized controlled design was conducted in the terraXcube environmental chamber. Participants were subsequently exposed to three 15 min test sessions at the controlled ambient temperatures of 20 °C, 5 °C, and - 10 °C, in randomized order. Vital parameters measured by the prototype were compared with Tc measurements from commercial esophageal (reference) and tympanic (comparator) probes and SpO and HR measurements from a finger pulse-oximeter (reference). Performance was assessed in terms of bias and Lin's correlation coefficient (CCC) with respect to the reference measurements and analyzed with linear mixed models. Twenty-three participants (12 men, mean (SD) age, 35 (9) years) completed the experimental protocol. The mean Tc bias of the prototype ranged between - 0.39 and - 0.80 °C at ambient temperatures of 20 °C and 5 °C, and it reached - 1.38 °C only after 15 min of exposure to - 10 °C. CCC values ranged between 0.07 and 0.25. SpO and HR monitoring was feasible, although malfunctioning was observed in one third of the tests. SpO and HR bias did not show any significant dependence on environmental conditions, with values ranging from - 1.71 to - 0.52% for SpO and 1.12 bpm to 5.30 bpm for HR. High CCC values between 0.81 and 0.97 were observed for HR in all environmental conditions. This novel prototype device for measuring vital parameters in cold environments demonstrated reliability of Tc measurements and feasibility of SpO and HR monitoring. Through non-invasive and accurate monitoring of vital parameters from the ear canal our prototype may offer support in triage and treatment of critically ill patients in harsh out-of-hospital conditions.
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http://dx.doi.org/10.1038/s41598-024-68936-0 | DOI Listing |
Sci Adv
September 2025
State Key Laboratory for Manufacturing System Engineering, State Industry-Education Integration Center for Medical Innovations, International Joint Laboratory for Micro/Nano Manufacturing and Measurement Technologies, Shaanxi Innovation Center for Special Sensing and Testing Technology in Extreme En
Continuous monitoring of cardiovascular vital signs can reduce the incidence and mortality of cardiovascular diseases, yet cannot be implemented by current technologies because of device bulkiness and rigidity. Here, we report self-adhesive and skin-conformal ultrasonic transducer arrays that enable wearable monitoring of multiple hemodynamic parameters without interfering with daily activities. A skin-adaptive focused ultrasound method with rational array design is proposed to implement measurement under wide ranges of skin curvatures and depths with improved sensing performances.
View Article and Find Full Text PDFDan Med J
August 2025
Department of Regional Health Research, University of Southern Denmark.
Introduction: Erysipelas is a common disease in the emergency department, whereas necrotising soft tissue infections (NSTIs) are rare but more severe. The study aimed to investigate the prevalence, incidence, population-based incidence rate, one-year mortality and clinical presentation of erysipelas and NSTIs, and the aetiology, treatment and recurrence of erysipelas.
Methods: This was a population-based cohort study including acute non-trauma patients ≥ 18 years old with erysipelas or NSTIs from the Region of Southern Denmark in the period from 1 January 2016 to 19 March 2018.
IEEE Trans Neural Netw Learn Syst
September 2025
In industrial scenarios, semantic segmentation of surface defects is vital for identifying, localizing, and delineating defects. However, new defect types constantly emerge with product iterations or process updates. Existing defect segmentation models lack incremental learning capabilities, and direct fine-tuning (FT) often leads to catastrophic forgetting.
View Article and Find Full Text PDFJ Acoust Soc Am
September 2025
Applied Physics Laboratory, University of Washington, Seattle, Washington 98105, USA.
Echolocating bats provide vital ecosystem services and can be monitored effectively using passive acoustic monitoring (PAM) techniques. Duty-cycle subsampling is widely used to collect PAM data at regular ON/OFF cycles to circumvent battery and storage capacity constraints for long-term monitoring. However, the impact of duty-cycle subsampling and potential detector errors on estimating bat activity has not been systematically investigated for bats.
View Article and Find Full Text PDFMonaldi Arch Chest Dis
July 2025
Department of Pulmonary Medicine, Vallabhbhai Patel Chest Institute, University of Delhi.
Ladakh is a hilly Himalayan dry desert, situated at an altitude of >11,000 feet. Studies have demonstrated that the spirometric values of high-altitude residents are significantly higher than those of low landers. This is a retrospective observational study that analyzes the spirometry pattern in chronic lung diseases among people from Ladakh.
View Article and Find Full Text PDF