Artificial intelligence–enabled multi-omics biomarkers for immune checkpoint blockade: mechanisms, predictive modeling, and clinical translation
Immune checkpoint inhibitors (ICIs) have transformed oncology, yet durable benefit remains confined to a minority of patients, revealing the limitations of single biomarkers such as PD-L1 expression, tumor mutational burden, and microsatellite instabil…