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借助机器学习,利用现有的临床数据,预测非小细胞肺癌的第一线免疫治疗结果

Fang Liu1, Rong Huang2, Qin Wang3

  • 1National Center for Integrative Medicine, China-Japan Friendship Hospital, Yinghua East Street No. 2, Hepingli Chaoyang District, Beijing 100029, China.

International immunopharmacology
|July 27, 2025
PubMed
概括

机器学习模型可以预测接受免疫检查点抑制剂 (ICI) 的非小细胞肺癌 (NSCLC) 患者的治疗反应和副作用. 这有助于个性化NSCLC治疗策略.

关键词:
免疫检查点抑制剂 免疫检查点抑制剂与免疫疗法相关的不良事件机器学习是机器学习.非小细胞肺癌是非小细胞肺癌.预测 预测 预测

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Tumor Immunotherapy01:27

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Immunotherapy is a treatment that boosts or manipulates the immune system to fight diseases, including cancer. For instance, by stimulating an immune response through vaccinations against viruses that cause cancers, like hepatitis B virus and human papillomavirus, these diseases can be prevented. Nonetheless, some cancer cells can avoid the immune system due to their rapid mutation and division. The immune response to many cancers involves three phases: elimination, equilibrium, and escape.
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