A risk-sensitive conformal prediction wrapper, tuned to be more permissive for critical findings, achieved zero confidently-normal mispredictions on the RANZCR catheter placement test set.
Improving trust- worthiness of AI disease severity rating in medical imaging with ordinal conformal prediction sets.Medical Image Analysis, 75:102231, 2022
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Risk-Sensitive Conformal Prediction for Catheter Placement Detection in Chest X-rays
A risk-sensitive conformal prediction wrapper, tuned to be more permissive for critical findings, achieved zero confidently-normal mispredictions on the RANZCR catheter placement test set.