军人监控的未来:生物学、可穿戴设备和人工智能的交叉点。

IF 1.4 4区 医学 Q2 MEDICINE, GENERAL & INTERNAL Bmj Military Health Pub Date : 2024-09-20 DOI:10.1136/military-2022-002306
Brent Winslow, E Mills
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引用次数: 0

摘要

虽然在早期识别军人精神和行为健康失调方面投入了大量资金,但抑郁症、药物滥用和自杀率仍在继续攀升。要及早识别和治疗这些日益严重的健康问题,需要采取客观、持久的措施。生物学、可穿戴设备和人工智能的交叉点蕴藏着巨大的潜力,可在训练、行动和医疗保健环境中对心理和行为健康进行高精度、客观的监测。虽然目前的可穿戴设备主要针对非军事用例,但军事机构已在标签外用途的监测和诊断方面取得了成功。结合情境感知和个性化算法,将可穿戴数据与人工智能相结合,可以更深入地了解个人和群体的心理和行为健康状况。新兴的数字表型方法利用无处不在的传感技术,可以提供更大规模、更低价格的监测,并通过消除对额外体戴技术的需求来减轻个人负担。这项技术的交叉应用将使个性化战略成为可能,从而促进军人的身心健康,减少伤害,改善长期福祉和可部署性。
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Future of service member monitoring: the intersection of biology, wearables and artificial intelligence.

While substantial investment has been made in the early identification of mental and behavioural health disorders in service members, rates of depression, substance abuse and suicidality continue to climb. Objective and persistent measures are needed for early identification and treatment of these rising health issues. Considerable potential lies at the intersection of biology, wearables and artificial intelligence to provide high accuracy, objective monitoring of mental and behavioural health in training, operations and healthcare settings. While the current generation of wearable devices has predominantly targeted non-military use cases, military agencies have demonstrated successes in monitoring and diagnosis via off-label uses. Combined with context-aware and individualised algorithms, the integration of wearable data with artificial intelligence allows for a deeper understanding of individual-level and group-level mental and behavioural health at scale. Emerging digital phenotyping approaches which leverage ubiquitous sensing technology can provide monitoring at a greater scale, lower price point and lower individual burden by removing the need for additional body-worn technology. The intersection of this technology will enable individualised strategies to promote service member mental and physical health, reduce injury, and improve long-term well-being and deployability.

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来源期刊
Bmj Military Health
Bmj Military Health MEDICINE, GENERAL & INTERNAL-
CiteScore
3.10
自引率
20.00%
发文量
116
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