When the Algorithm Can't Explain Itself: ML Interpretability in Precision Oncology
Machine learning models now outperform FDA-approved biomarkers in predicting treatment response, but the best-performing models often resist explanation. Here's how precision oncology is navigating the trade-off between performance and interpretability.