使用人工智能诊断,评估和治疗慢性疼痛
Habib Zakeri1, Mohammad Radmehr1, Farnaz Khademi1
1Research Center for Neuromodulation and Pain, NAB Pain Clinic, Shiraz University of Medical Sciences, Shiraz, Iran.
Journal of biomedical physics & engineering
|September 4, 2025
概括
人工智能 (AI) 提供了治疗慢性疼痛的新方法, 这篇评论探讨了人工智能
科学领域:
- 医疗信息学
- 治疗疼痛
- 人工智能
背景情况:
- 慢性疼痛影响全球数百万人,导致严重的残疾和生活质量下降.
- 目前的疼痛评估方法,尤其是在重症监护中,
- 由于许多慢性疼痛疾病缺乏确切的治疗方法,
研究的目的:
- 审查人工智能在慢性疼痛管理中的当前和潜在应用.
- 评估AI在诊断,评估和治疗慢性疼痛方面的好处和局限性.
- 讨论人工智能改善慢性疼痛患者的未来前景.
主要方法:
- 对人工智能在疼痛管理中的应用研究的文献综述.
- 对疼痛评估和诊断相关的AI技术的分析.
- 人工智能在慢性疼痛评估和治疗中的作用.
主要成果:
- 人工智能在客观疼痛评估中表现出潜力,特别是在非沟通性患者中.
- 机器学习模型可以预测疼痛强度和治疗反应.
- 人工智能可以帮助个性化疼痛管理策略和药物发现.
结论:
- 人工智能为改善慢性疼痛诊断,评估和管理提供了变革性的机会.
- 克服数据偏差和道德考虑等局限性对于人工智能实施至关重要.
- 需要进一步的研究和开发才能充分实现人工智能在减轻慢性疼痛负担方面的潜力.
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