Longitudinal MRI Temporal Transformer Fusion Model for Predicting Induction Chemotherapy Efficacy in Locally Advanced Nasopharyngeal Carcinoma

Introduction Induction chemotherapy (IC) represents a standard treatment approach for locally advanced nasopharyngeal carcinoma (LA-NPC), yet marked interpatient heterogeneity in treatment response persists. This study sought to develop and evaluate a temporal Transformer–based fusion model integrat...

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التفاصيل البيبلوغرافية

الحاوية / القاعدة:	Technology in Cancer Research & Treatment
المؤلفون الرئيسيون:	Lei Han, Xiaoyu Chen, Zhengyu Zhao, Yong Liu, Dongyang Yu, Hui Zhang, Fang Ge
التنسيق:	مقال
اللغة:	الإنجليزية
منشور في:	SAGE Publishing 2026-06-01
الوصول للمادة أونلاين:	https://doi.org/10.1177/15330338261457511