在胃肠病学和肝病学中利用人工智能:当前的应用和未来的前景
Panagiotis Boutos1, Konstantina-Eleni Karakasi2, Georgios Katsanos3
1Department of Transplantation Surgery, Center for Research and Innovation in Solid Organ Transplantation, Aristotle University School of Medicine, Thessaloniki 54642, Kentrikí Makedonía, Greece. pgmpoutos@gmail.com.
World journal of hepatology
|February 5, 2026
概括
人工智能 (AI) 正在改变医学,特别是胃肠病学和肝病学. 持续改进和验证是克服挑战和最大限度地利用AI的关键.
科学领域:
- 医疗信息学 医疗信息学
- 计算医学是一种计算医学.
- 胃肠病学 胃肠病学
- 肝病学 肝病学是一种肝病学.
背景情况:
- 人工智能 (AI) 越来越多地成为现代医学不可或缺的一部分.
- 不断发展的AI需要重新定义临床调整的分类.
- 人工智能应用在胃肠病学和肝病学领域正在扩大.
研究的目的:
- 审查人工智能在胃肠病学和肝病学中的当前范围和应用.
- 讨论AI整合在这些领域的潜在好处和挑战.
- 突出需要改进的人工智能模型和临床验证的需要.
主要方法:
- 审查当前的AI应用在胃肠病学 (病变识别,出血检测,IBD,胃肠道癌症).
- 对肝病学当前人工智能应用的审查 (纤维化阶段,疾病进展,HCC风险).
- 讨论机器学习用于个性化治疗计划.
主要成果:
- 人工智能增强了内镜和胃肠道出血检测的诊断能力.
- 人工智能支持对炎症性肠道疾病和胃肠道癌症的诊断和治疗.
- 人工智能有助于肝纤维化阶段,疾病跟踪和肝细胞癌风险预测.
结论:
- 人工智能为改善胃肠病学和肝病学患者护理提供了巨大的潜力.
- 挑战包括数据偏见,道德问题,监管障碍和透明度问题.
- 进一步的模型改进,验证和无的临床集成对于实现人工智能的全部好处至关重要.
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