彻底改变上部胃肠道疾病诊断:人工智能在内镜中的变革性作用
Xin-Rui Li1, Mo-Wei Kong2, Xiang-Feng Guan2
1Department of Cardiology, Guiqian International General Hospital, Guiyang 550018, Guizhou Province, China.
World journal of gastrointestinal endoscopy
|July 18, 2025
概括
人工智能 (AI) 通过提高图像分析的准确性和效率,显著提高了像巴雷特食道和食道癌症等上部胃肠道疾病的诊断. 人工智能还有助于分级GERD和检测食管胃静脉,彻底改变了内镜实践.
科学领域:
- 胃肠病学 胃肠病学
- 医疗成像医学成像
- 人工智能的人工智能
背景情况:
- 人工智能 (AI) 正在快速推进医学诊断.
- 上部胃肠道疾病带来了重大的诊断挑战.
研究的目的:
- 审查人工智能在诊断上部胃肠道疾病方面的变革性影响.
- 突出AI在提高诊断准确性和效率方面的作用.
主要方法:
- 在图像分析,分类,检测和细分方面的AI应用得到了审查.
- 检查了在诊断巴雷特食道,食道癌,GERD和食道胃动脉的特定AI性能.
主要成果:
- 人工智能在检测巴雷特食道早期瘤变化的过程中表现出高灵敏度和特异性.
- 人工智能改善了食道癌早期病变检测,并准确地评分了GERD.
- 人工智能能有效地检测食管胃静脉,并预测出血风险.
结论:
- 人工智能对上部胃肠道疾病的诊断产生了变革性的影响.
- 人工智能有可能彻底改变内镜实践并改善患者护理.
- 需要进一步的研究来解决数据质量,验证和可解释性方面的挑战.
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