AIとウェアラブルで予防医療を再構築(Smart sensors and smarter health: How AI and wearables are reimagining preventive health care)

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2025-06-10 アリゾナ大学

AIとウェアラブルで予防医療を再構築(Smart sensors and smarter health: How AI and wearables are reimagining preventive health care)
The combination of artificial intelligence and wearable devices provides unlimited new opportunities to improve human health through research. Noelle Haro-Gomez/U of A Health Sciences Office of Communications

アリゾナ大学の研究者らは、AIとウェアラブル技術を組み合わせた新たな予防医療の可能性を提示している。スマートウォッチなどから得られる心拍変動やストレス指標をAIがリアルタイム解析することで、症状が出る前に健康異常を検知し、早期介入を可能にする。これにより救急受診の減少や慢性疾患管理の効率化が期待される。AIは医療機関の記録システムと連携し診断支援にも活用可能で、遠隔医療の質向上にも貢献する。プライバシーや規制面での課題は残るが、今後の発展が注目される。

<関連情報>

環境はより良いのか?HRVと唾液コルチゾールバイオマーカーを用いた自然散策がストレス軽減に与える影響の定量化 Is Greener Better? Quantifying the Impact of a Nature Walk on Stress Reduction Using HRV and Saliva Cortisol Biomarkers

Shravan G. Aras,J. Ray Runyon,Josh B. Kazman,Julian F. Thayer,Esther M. Sternberg and Patricia A. Deuster
International Journal of Environmental Research and Public Health  Published: 9 November 2024
DOI:https://doi.org/10.3390/ijerph21111491

Abstract

The physiological impact of walking in nature was quantified via continuous heart rate variability (HRV), pre- and post-walk saliva cortisol measures, and self-reported mood and mindfulness scores for N = 17 participants who walked “The Green Road” at Walter Reed National Military Medical Center in Bethesda, Maryland. For N = 15 of the participants, HRV analysis revealed two main groups: group one individuals had a 104% increase (mean) in the root mean square standard deviation (RMSSD) and a 47% increase (mean) in the standard deviation of NN values (SDNN), indicating an overall reduction in physiological stress from walking the Green Road, and group two individuals had a decrease (mean) of 42% and 31% in these respective HRV metrics, signaling an increase in physiological stresses. Post-walk self-reported scores for vigor and mood disturbance were more robust for the Green Road than for a comparable urban road corridor and showed that a higher HRV during the walk was associated with improved overall mood. Saliva cortisol was lower after taking a walk for all participants, and it showed that walking the Green Road elicited a significantly larger reduction in cortisol of 53%, on average, when compared with 37% of walking along an urban road. It was also observed that the order in which individuals walked the Green Road and urban road also impacted their cortisol responses, with those walking the urban road before the Green Road showing a substantial reduction in cortisol, suggesting a possible attenuation effect of walking the Green Road first. These findings provide quantitative data demonstrating the stress-reducing effects of being in nature, thus supporting the health benefit value of providing access to nature more broadly in many settings.

医療・健康
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