What is explainable AI in healthcare?
An example of an AI chatbot conversation about explainable AI in healthcare.
What is explainable AI in healthcare?
Explainable AI in healthcare refers to AI systems that provide transparent and understandable insights into their decision-making processes.
Why is explainability important in medical AI?
Explainability is crucial in medical AI to ensure trust, improve patient safety, and facilitate regulatory compliance.
Can you give an example of explainable AI in action?
Sure! An example is an AI model that predicts patient outcomes and provides reasons for its predictions, like patient history and lab results.
What challenges do we face with explainable AI?
Challenges include balancing complexity and interpretability, ensuring data privacy, and gaining acceptance from healthcare professionals.
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