Hybrid Interpretability and Performance Healthcare Model
The development of AI models in healthcare AI is hampered by a central dilemma of improving both requirements of performance and interpretability in healthcare systems. Some AI models (e.g., “XGBoost (eXtreme Gradient Boosting)”) offer remarkable accuracy, but their predictions are difficult to explain to clinicians fo...