人工智能在胃肠病学和肝病学中的新兴作用
1Department of Gastroenterology and Hepatology, Nepal Mediciti Hospital, Lalitpur 44700, Bagmati, Nepal. umidshrestha@gmail.com.
World journal of gastroenterology
|November 3, 2025
概括
人工智能 (AI),包括机器学习和深度学习,正在彻底改变胃肠道和肝脏疾病的诊断. 人工智能应用涵盖了各种疾病,增强了胃肠病学和肝病学中的临床实践和患者结果.
科学领域:
- 胃肠病学和肝病学
- 医疗信息学 医疗信息学
- 人工智能的人工智能
背景情况:
- 人工智能 (AI) 包括机器学习 (ML),深度学习,自然语言处理,计算机视觉和生成AI.
- 这些技术在分析复杂的医疗数据以了解疾病方面变得越来越重要.
研究的目的:
- 审查人工智能的当前应用在诊断和管理胃肠道 (GI) 和肝脏疾病.
- 讨论常见的AI术语,伦理考虑,以及胃肠病学和肝病学未来的潜力.
主要方法:
- 关于人工智能在胃肠病学和肝病学中的应用的文献评论.
- 分析人工智能技术,包括机器学习,深度学习,NLP,计算机视觉和生成人工智能.
主要成果:
- 人工智能在食道瘤,胃癌,炎症性肠病,肝脏质量和肝硬化等疾病中表现出显著的实用性.
- 计算机视觉帮助内镜师,而NLP则从临床记录和文献中提取信息.
结论:
- 人工智能是一个具有变革性的工具,在胃肠病学和肝病学中具有广泛的应用.
- 需要进一步的研究和伦理考虑,才能充分利用AI在消化系统和肝脏疾病方面的潜力.
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