Deep CNN Framework Predicts Early Chronic Kidney Disease with Explainable AI

This research introduces a deep learning framework, leveraging Grad-CAM for explainability, to predict early-stage chronic kidney disease. The use of explainable AI is crucial in healthcare to build trust and allow clinicians to understand model decisions.

• •Applies a deep learning framework (CNN) for early chronic kidney disease prediction.
• •Employs Grad-CAM for explainable AI, enhancing clinical interpretability.
• •Focuses on improving the understanding and trustworthiness of AI-driven medical predictions.