#60 - We Can Teach Medical AI To Look Like Experts
If you’ve ever wondered why an AI model can sound confident while still being wrong, radiology is the perfect lens. We’re looking at a new approach to medical imaging AI that tries to close the gap between raw pattern matching and real clinical thinking: training models using radiologists’ eye gaze while they interpret chest X-rays.
We talk through how clinicians read a chest X-ray systematically, why that “checklist” behavior matters, and how it changes depending on the question being asked (shortness of breath, line placement, suspected pneumonia). Then we connect that to explainable AI: if…
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