Explainable Deep Learning Models for Healthcare
by Coursera
Learn explainable AI for healthcare: interpretability, LIME, SHAP, and PFI in clinical deep learning models on Coursera from University of Glasgow.
Why this course
- Covers essential explainability methods relevant to healthcare AI
- Clear distinction between global, local, and model-specific techniques
- Practical application of LIME and SHAP in time-series classification
- Strong emphasis on clinical decision-making context
