bridging ai and human cognition: the role of explainability in healthcare

In recent years, artificial intelligence (AI) has rapidly transformed the landscape of healthcare. From diagnostic tools powered by deep learning to predictive models that flag high-risk patients, AI is helping clinicians make faster and more informed decisions. However, a persistent challenge remains: can we trust what we don't understand?