Immunotherapy efficacy prediction through a feature re-calibrated 2.5D neural network

• Published in: Computer methods and programs in biomedicine Vol. 249; p. 108135
• Main Authors: Xu, Haipeng, Li, Chenxin, Zhang, Longfeng, Ding, Zhiyuan, Lu, Tao, Hu, Huihua
• Format: Journal Article
• Language: English
• Published: Ireland Elsevier B.V 01.06.2024
• Subjects: 3D image classification; Deep learning; Feature calibration; Immunotherapy efficacy prediction; Lung lesion; Deep learning; Lung lesion; Feature calibration; Immunotherapy efficacy prediction; 3D image classification

Lung cancer continues to be a leading cause of cancer-related mortality worldwide, with immunotherapy emerging as a promising therapeutic strategy for advanced non-small cell lung cancer (NSCLC). Despite its potential, not all patients experience benefits from immunotherapy, and the current biomarke...