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Publication Name 世界华人消化杂志
手稿编号 40559
手稿来源省、自治区或特别行政区 江苏省
专业类型 消化内科学
手稿栏目类型 述评
文章标题 人工智能在食管癌诊断中的应用
手稿来源 约稿
所有作者列表 秦雨萌, 徐梦迪, 沙杰
基金项目及其编号
基金项目名称 基金编号
江苏省中西医结合老年病防治重点实验室资助项目 202223
通讯作者 沙杰, 博士, 主任医师, 214500, 江苏省靖江市中州路28号, 靖江市人民医院消化内科. shajie0414@126.com
关键词 食管癌; 人工智能; 深度学习; 内镜诊断; 病理分析; 多组学整合; 临床转化
核心内容提要 食管癌为高发消化道恶性肿瘤, 早期精准诊断对改善预后至关重要. 人工智能(artificial intelligence, AI)在该领域应用日益广泛, 本文综述其核心进展: 基于深度学习的内镜图像分析、病理切片智能评估、多组学整合分析, 可有效提升诊断准确性、辅助医师决策、拓展精准诊疗边界. 同时指出临床转化关键挑战: 算法受临床场景影响、模型可解释性不足、数据存在局限. AI为食管癌精准诊断提供新路径, 前景广阔, 但需突破技术与应用瓶颈, 推动规范化、规模化落地.
引文著录 秦雨萌, 徐梦迪, 沙杰. 人工智能在食管癌诊断中的应用. 世界华人消化杂志 2026
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2026-04-02 09:17
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2026-04-03 01:04
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2026-05-01 09:32
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2026-05-15 23:33
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2026-06-16 03:48
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2026-06-17 15:04
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ISSN 1009-3079 (print) and 2219-2859 (online)
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