Integration of Intratumoral and Peritumoral CT Radiomic Features with Machine Learning Algorithms for Predicting Induction Therapy Response in Locally Advanced Non-Small Cell Lung Cancer

FangHao Cai, Zhengjun Guo, GuoYu Wang, FuPing Luo, Yang, Min Lv, JiMin He, ZhiGang Xiu, Dan Tang, XiaoHui Bao,XiaoYue Zhang,ZhenZhou Yang, Zhi Chen

BMC Cancer（2025）

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关键词

Radiomics,Non-small cell lung cancer (NSCLC),Locally advanced,Induction therapy,Machine learning,CT imaging,Intra-tumoral features,Peritumoral features,Predictive model,Nomogram

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