胃肠病学中的人工智能:超越诊断,向胃肠道疾病的生活方式和饮食干预
Kunal Ajmera1, Om Patel2, Nihar Shah3,4
1Hospital Medicine, Inova Health Systems, Leesburg, USA.
Cureus
|February 9, 2026
概括
人工智能 (AI) 可以个性化胃肠道 (GI) 疾病的饮食和生活方式建议,改善患者的坚持和结果. 这种方法提供了可扩展的,文化响应的支持,特别是对于服务不足的人群.
科学领域:
- 胃肠病学和人工智能的人工智能
背景情况:
- 胃肠道 (GI) 疾病显著影响生活质量,饮食和生活方式的改变至关重要,但经常受到坚持和访问问题的阻碍.
- 虽然人工智能在胃肠道诊断方面表现出色,但其在饮食和生活方式支持方面的治疗作用尚不发达.
研究的目的:
- 审查人工智能 (AI) 在提供个性化,文化响应的饮食指导,用于消化道疾病管理方面的潜力.
- 探索人工智能如何克服饮食坚持的障碍,并改善患者的治疗结果.
主要方法:
- 对胃肠病学中人工智能应用的叙述性审查,重点关注饮食管理的治疗潜力.
- 检查人工智能技术,包括自然语言处理 (NLP),预测分析和与数字健康工具的集成.
主要成果:
- 人工智能可以提供可扩展的,个性化的饮食建议,改善坚持并将护理扩展到临床环境之外.
- 人工智能与可穿戴设备和微生物群数据的整合使得主动的胃肠道健康管理成为可能.
- 伦理的人工智能开发对于数据保护和完整性至关重要.
结论:
- 人工智能具有显著的潜力,可以通过启用主动,个性化和以患者为中心的护理来改变胃肠道疾病的饮食管理.
- 人工智能可以提高患者的独立性,并减少对胃肠道疾病的医疗保健利用率.
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