第三个眼睛? 人工智能 (AI) 在胃肠神经瘤内镜中的帮助
Magdalena Leśniewska1, Rafał Patryn2, Agnieszka Kopystecka1
1Students' Scientific Circle on Medical Law at the Department of Humanities and Social Medicine, Medical University of Lublin, 20-093 Lublin, Poland.
Journal of clinical medicine
|November 14, 2023
概括
人工智能 (AI) 在内镜检查期间增强了胃肠道癌症查. 这篇评论涵盖了AI.
科学领域:
- 胃肠道瘤学 胃肠道瘤学
- 医学成像分析分析 医学成像分析
- 医学中的人工智能.
背景情况:
- 胃肠道癌症对全球健康构成重大挑战,发病率和死亡率高.
- 内镜检查是查和诊断的基石,依赖于视觉评估和组织采样.
- 内镜的有效性受到患者的准备和内镜师的专业知识的影响.
研究的目的:
- 审查近期人工智能 (AI) 应用在胃肠癌查和监测方面的进展和临床试验.
- 评估深度学习和神经网络系统在支持食道,胃和结直肠癌的内镜手术中的实用性.
主要方法:
- 对最近的报告和随机临床试验的系统审查.
- 设计用于内镜图像分析的人工智能算法的分析.
- 评估AI在检测和描述胃肠病变方面的性能.
主要成果:
- 新兴的人工智能系统在提高胃肠道癌症内镜查的准确性和效率方面显示出潜力.
- 研究表明,人工智能能够实时协助内镜医生,可能减少错误诊断.
- 临床试验正在探索将人工智能集成到常规监控协议中.
结论:
- 人工智能为提高胃肠道癌症的查和监测提供了有希望的进展.
- 需要进一步的研究和验证,以解决临床实践中AI实施的局限性和争议.
- 人工智能辅助内镜有可能通过更早,更准确的癌症检测来改善患者的治疗结果.
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