Machine Learning Approaches for Neuroblastoma Risk Prediction and Stratification

• Published in: Critical reviews in oncogenesis Vol. 30; no. 1; p. 15
• Main Authors: Vadde, Ramakrishna, Gupta, Manoj Kumar
• Format: Journal Article
• Language: English
• Published: United States 2025
• Subjects: Humans; Machine Learning; Neuroblastoma - diagnosis; Neuroblastoma - etiology; Neuroblastoma - therapy; Prognosis; Risk Assessment - methods

Machine learning (ML) holds great promise in advancing risk prediction and stratification for neuroblastoma, a highly heterogeneous pediatric cancer. By utilizing large-scale biological and clinical data, ML models can detect complex patterns that traditional approaches often overlook, enabling more...