Clustering of multi-parametric functional imaging to identify high-risk subvolumes in non-small cell lung cancer

We designed a subregional analysis for multi-parametric imaging in NSCLC, and showed the potential of subregion classification as a biomarker for prognosis. This methodology allows for a comprehensive data-driven analysis of multi-parametric functional images.