Development and validation of MRI-derived deep learning score for non-invasive prediction of PD-L1 expression and prognostic stratification in head and neck squamous cell carcinoma

Abstract Background Immunotherapy has revolutionized the treatment landscape for head and neck squamous cell carcinoma (HNSCC) and PD-L1 combined positivity score (CPS) scoring is recommended as a biomarker for immunotherapy. Therefore, this study aimed to develop an MRI-based deep learning score (D...

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Bibliographic Details

Published in:	Cancer Imaging
Main Authors:	Cong Ding, Yue Kang, Fan Bai, Genji Bai, Junfang Xian
Format:	Article
Language:	English
Published:	BMC 2025-02-01
Subjects:	Magnetic resonance imaging Deep learning PD-L1 expression Immunotherapy Head and neck squamous cell carcinoma
Online Access:	https://doi.org/10.1186/s40644-025-00837-5