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New framework helps radiologists improve diagnostic accuracy

A new calibration method developed by MIT researchers can improve the accuracy of clinical reports written by radiologists by helping them express their confidence more reliably.

Calibrating humans and computational models is vital, especially in healthcare. Radiologists often use phrases like “maybe” or “likely” to convey uncertainty when interpreting medical images. These terms impact decisions, such as ordering tests, and directly affect diagnosis and treatment. A new MIT study found that radiologists are overconfident with phrases like “very likely” and underconfident […]

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