RT Journal Article SR Electronic T1 Future of service member monitoring: the intersection of biology, wearables and artificial intelligence JF BMJ Military Health JO BMJ Mil Health FD British Medical Journal Publishing Group SP e002306 DO 10.1136/military-2022-002306 A1 Winslow, Brent A1 Mills, E YR 2023 UL http://militaryhealth.bmj.com/content/early/2023/01/26/military-2022-002306.abstract AB 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.