基于人工智能的胃癌精准诊疗研究进展:从辅助诊断到预后预测OA
Advances in artificial intelligence-based precision diagnosis and treatment of gastric cancer:from auxiliary diagnosis to prognosis
作为发病率较高的恶性肿瘤,胃癌的早期诊断与精准治疗始终是临床难点.基于机器学习与深度学习的人工智能,正在重塑胃癌"诊-治-管"全周期模式.在诊断方面,人工智能提升内镜、病理图像分析效率,助力早期胃癌识别;在治疗中,用于预测治疗反应和辅助新药研发;在预后预测上,构建精准生存期和复发风险预测模型.本文聚焦人工智能在胃癌诊疗领域的创新应用,总结人工智能在胃癌领域中的作用,为推动人工智能与胃癌临床实践的深度融合提供了新思路.
Gastric cancer is a malignant tumor with a high incidence rate,and its early diagnosis and precision therapy remain significant clinical challenges.Artificial intelligence based on machine learning and deep learn-ing is reshaping the full-cycle model of"diagnosis-treatment-management"in gastric cancer.In diagnostics,artificial intelligence enhances the efficiency of endoscopy and pathological image analysis,facilitating early detection.In treatment,it predicts therapeutic responses and aids in new drug development.For prognosis,arti-ficial intelligence constructs precise models for survival prediction and recurrence risk assessment.This article focused on the innovative applications of artificial intelligence in gastric cancer diagnosis and treatment,sum-marized the role of artificial intelligence in the field of gastric cancer,and provided novel insights for promot-ing the deep integration of artificial intelligence into clinical practice.
侯琳琳;高田宇;王新刚;连仕博;樊勇
兰州大学 第二临床医学院,甘肃 兰州 730030兰州大学 第二临床医学院,甘肃 兰州 730030兰州大学第二医院 普外科,甘肃 兰州 730030兰州大学 第二临床医学院,甘肃 兰州 730030兰州大学第二医院 普外科,甘肃 兰州 730030
医药卫生
胃癌诊断胃癌治疗人工智能预后预测精准医疗
gastric cancer diagnosisgastric cancer treatmentartificial intelligenceprognostic predictionprecision medicine
《兰州大学学报(医学版)》 2026 (2)
72-79,8
甘肃省科技计划资助项目(21JR7RA433,24YFFA045)
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