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Reducing State Anxiety Using Working Memory Maintenance
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用于检测焦虑的可穿戴人工智能:系统审查和元分析
Alaa Abd-Alrazaq1, Rawan AlSaad1, Manale Harfouche2,3
1AI Center for Precision Health, Weill Cornell Medicine-Qatar, Cornell University, Qatar Foundation - Education City, Doha, Qatar.
Journal of medical Internet research
|November 8, 2023
概括
可穿戴的人工智能 (AI) 显示出用于检测焦虑的前景,达到0.82.8的聚合精度. 然而,目前的技术需要进一步开发,以便在焦虑障碍评估中广泛临床应用.
科学领域:
- 数字健康数字健康
- 心理健康技术 心理健康技术
- 医疗保健中的人工智能
背景情况:
- 焦虑障碍是全球主要的心理健康问题.
- 目前的焦虑评估方法 (调查,采访) 是主观的,耗时的.
- 越来越需要通过技术对焦虑的客观,早期检测.
结论:
- 可穿戴人工智能显示出对焦虑检测的潜力,但尚未准备好临床使用.
- 建议与临床评估进行整合,直到性能被证明是理想的.
- 需要进一步的研究来区分焦虑类型和结合数据来源.
相关概念视频
01:18Anxiety: Overview
282
Anxiety is a common mental disorder featuring excessive worry, fear, and apprehension, significantly affecting daily life. People with anxiety disorders experience persistent and intense anxiety, interrupting their everyday functioning.
Individuals with anxiety often experience a range of physical and emotional symptoms, including sweating, trembling, tachycardia, and disturbances in sleep patterns. These symptoms vary in intensity and frequency but are generally disruptive and distressing.
Individuals with anxiety often experience a range of physical and emotional symptoms, including sweating, trembling, tachycardia, and disturbances in sleep patterns. These symptoms vary in intensity and frequency but are generally disruptive and distressing.
282
01:26Anxiolytic Drugs: Overview
327
Anxiolytic drugs are vital in managing anxiety disorders by effectively alleviating symptoms such as excessive fear, tachycardia, and tremors. There are several classes of anxiolytic medications, each with unique mechanisms of action and potential side effects.
Primary Types of Anxiolytic Drugs
1. Benzodiazepines:
Benzodiazepines bind to the GABA-A receptor in the brain, enhancing GABA's interaction. This action reduces neurotransmission, effectively blocking anxiety-associated limbic...
Primary Types of Anxiolytic Drugs
1. Benzodiazepines:
Benzodiazepines bind to the GABA-A receptor in the brain, enhancing GABA's interaction. This action reduces neurotransmission, effectively blocking anxiety-associated limbic...
327
01:30Generalized Anxiety Disorder
139
Generalized Anxiety Disorder (GAD) is a chronic condition characterized by excessive and uncontrollable worry that persists for at least six months, significantly interfering with daily functioning. Unlike situational anxiety, which arises in response to specific stressors, GAD often occurs without a clear cause. Individuals may experience disproportionate worry about work, health, or relationships. For instance, a person might continuously fear poor health despite normal medical evaluations or...
139