Suppose you have a collection of X-ray images for a disease. Which AI technique would be suitable for identifying the disease through these images and why?

The most suitable AI technique for identifying a disease from X-ray images is Machine Learning used with image recognition.

This technique is suitable because:

• X-ray images are a type of unstructured data, which means they cannot be analysed using simple rules or formulas.
• Machine Learning allows a computer to learn patterns from examples. By showing the AI many X-ray images of healthy patients and diseased patients, it learns how they look different.
• The AI system compares shapes, shadows, and patterns in the X-ray images to find signs of disease.
• Once trained, the AI can identify whether a new X-ray image shows the disease or not.