法医精神病学中的人工智能:潜在的应用和关键考虑
Hector Blott1, Eleanor Hind2, Christian Brown3
1North London Forensic Service, Camlet Three, Chase Farm Hospital, 127 The Ridgeway, Enfield, EN2 8JL, UK.
Journal of forensic and legal medicine
|November 2, 2025
概括
人工智能 (AI) 可以帮助法医精神病学进行诊断和风险评估. 然而,数据偏差和缺乏透明度等挑战需要仔细的伦理和法律考虑,以确保安全实施.
科学领域:
- 法医精神病学 法医精神病学
- 人工智能的人工智能
- 心理健康 心理健康
背景情况:
- 人工智能 (AI) 在各个社会领域都有变革性的潜力.
- 法医精神病学需要对AI的实用性和对其特定人群的伦理实施进行仔细评估.
- 现有的人工智能研究往往忽视了法医背景的独特需求和复杂性.
研究的目的:
- 审查AI在临床法医精神病学中用于诊断和风险评估的潜在应用.
- 识别和分析与人工智能在该领域实施相关的实际,伦理和法律挑战.
主要方法:
- 这项研究采用了叙事审查方法.
- 它综合了现有的关于人工智能在心理障碍查,识别和犯罪风险评估在法医背景下的现有研究.
主要成果:
- 人工智能在心理障碍查方面显示出早期的希望,但具有局限性和最小的法医人口重点.
- 犯罪风险评估研究更为发达,但临床实用性受到外部验证和犯罪类型特异性的阻碍.
- 主要挑战包括数据采集和代表性,诊断异质性,模型透明度,可靠性和偏见传播.
结论:
- 建议增加数据收集和机构间共享.
- 人工智能模型的外部验证,加强临床医师培训和参与人工智能开发至关重要.
- 制定强有力的道德和法律保障和法规对AI在法医精神病学是必不可少的.
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