Multi-objective Bayesian optimization with enhanced features for adaptively improved glioblastoma partitioning and survival prediction

Yifan Li, Chao Li, Yiran Wei, Stephen J. Price, Carola-Bibiane Schönlieb, Xi Chen

Abstract: Highlights•Robust and efficient tumor subregion partitioning with multi-objective Bayesian optimization.•Specialized architecture enhances inter-relationships between clinical modalities for tumor sub-region partitioning.•Effective loss functions assess clustering reproducibility and clinical relevance.