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Updated: Jan 12, 2026

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将深度生成模型与主动学习相结合,用于预测胃癌中免疫治疗反应

Hao Lan1, Jinzhou Wang1, Jinyi Zhao1

  • 1College of Chemistry, Sichuan University, Chengdu, Sichuan 610064, China.

Computer methods and programs in biomedicine
|November 1, 2025
PubMed
概括

这项研究开发了一个精确的模型来预测胃癌 (GC) 患者的免疫治疗反应,使用数据增强和主动学习. 该模型准确地识别了可能从免疫检查点治疗 (ICT) 中受益的患者.

关键词:
积极学习 (AL) 是指积极学习.胃癌 (GC) 是一种癌症.生成性对抗性网络 (GAN) 是一种对抗性网络.免疫检查点治疗 (ICT)机器学习是机器学习.

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