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Background: Photoplethysmography (PPG) is an effective non-contact technique for measuring vital signs. This report aims to evaluate whether a non-contact PPG-based mobile application supports an appropriate level of accuracy in monitoring SpO, HR, and BP, compared against clinically approved medical devices.
Methods: Adult volunteers (≥18 years, both male and female) were consecutively enrolled from September to November 2024. Remote photoplethysmography (rPPG) for data collection involves recording subjects' faces using the front camera of mobile devices for ∼1.5 minutes. Simultaneously, vital signs will be continuously collected for about 1.5 minutes using the reference devices alongside data collected via the comestai application.
Results: A total of 562 participants (279 F/283 M) were enrolled. The app demonstrated excellent accuracy for HR (MAE 2.96, MAPE 4.14, and accuracy 99.1%) and SpO (MAE 2.10, MAPE 2.12, and accuracy 93.4%; no participants with SpO < 95% were not present). Results for systolic blood pressure (SBP) (MAE 14.24, MAPE 11.33, and accuracy 61.3%) and diastolic blood pressure (DBP) (MAE 9.83, MAPE 11.66, and accuracy 56.0%) were more moderate. The ROC curve analysis confirmed the app's robust detection capabilities for HR (AUC 0.976) and SpO (AUC 0.947), while showing fair performance for SBP (AUC 0.668) and weaker results for DBP (AUC 0.578). Bland-Altman plots revealed mean differences of -0.83 for HR, 1.84 for SpO, -4.49 for SBP, and 2.54 for DBP compared to conventional methods.
Conclusions: The non-contact PPG-based mobile app holds promise as an accessible, user-friendly tool for wellness monitoring. Solutions like comestai.app present both new opportunities and challenges in the wellness sector, emphasizing the need for continued research in this field.
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http://dx.doi.org/10.1177/20552076251351841 | DOI Listing |
Acta Psychol (Amst)
September 2025
University Sains Malaysia, 11800, Penang, Malaysia; Berlin School of Business and Innovation (BSBI), Berlin, Germany. Electronic address:
This study examines the impact of AI-enhanced transformational leadership on IT professional burnout among Chinese IT professionals while investigating the mediating role of AI learning self-efficacy and the moderating effects of AI-enabled work practices and organizational AI-communication adequacy. Drawing on the technology-organization-environment (TOE) Framework, our research integrates traditional transformational leadership with emerging AI applications, offering a comprehensive model for understanding how digital leadership influences employee well-being in high-pressure IT environments. Data collected from 511 IT professionals across major Chinese technology hubs were analyzed using SMART-PLS.
View Article and Find Full Text PDFBrief Bioinform
September 2025
Department of Computer Science, Hanyang University, 222 Wangsimni-ro, Seoul 04763, Republic of Korea.
Motivation: Mobile genetic elements (MGEs) play an important role in facilitating the acquisition of antibiotic resistance genes (ARGs) within microbial communities, significantly impacting the evolution of antibiotic resistance. Understanding the mechanism and trajectory of ARG acquisition requires a comprehensive analysis of the ARG-carrying mobilome-a collective set of MGEs carrying ARGs. However, identifying the mobilome within complex microbiomes poses considerable challenges.
View Article and Find Full Text PDFContraception
September 2025
Bayer Aktiengesellschaft, Wuppertal - Aprath, Germany.
Objective: This study aimed to validate the real-world performance of the MyIUS mobile-application algorithm in predicting bleeding intensity and regularity in levonorgestrel intrauterine device (LNG-IUD) 52 mg, 19.5 mg, and 13.5 mg users following device insertion.
View Article and Find Full Text PDFJ Hazard Mater
August 2025
School of Resources and Environment, Northeast Agricultural University, Harbin 150030, PR China. Electronic address:
Residues of veterinary antibiotics such as tylosin in soils can induce selective pressure on indigenous soil microbes and increase the dissemination risk of antibiotic resistance genes (ARGs) by horizontal gene transfer (HGT), which poses a serious threat to both soil and public health. While conventional bioremediation methods face challenges in efficiency and stability, enzyme-based approaches offer promising alternatives. This study developed a novel biochar-immobilized tylosin-degrading enzyme (BIE) system to simultaneously address tylosin contamination and antibiotic resistance gene (ARG) proliferation in agricultural soils.
View Article and Find Full Text PDFHead Neck
September 2025
Department of Oral Oncology, Hiroshima University Graduate School of Biomedical and Health Sciences, Hiroshima, Japan.
Background: Reconstruction of head and neck mucosal defects presents unique challenges due to the anatomical complexity and functional demands of the region. Artificial biomaterials such as collagen and polyglycolic acid (PGA) sheets have gained clinical traction owing to their ease of use and reduced surgical burden. However, limitations such as local inflammation, degradation-related complications, and mechanical instability-particularly in highly mobile areas like the tongue-continue to hinder their broader application.
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