Calibrated deep ensembles with MI-based selective triage achieve strong internal thyroid-nodule ROI performance but lose calibration and threshold transportability on external TN3K.
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ACR Thyroid Imaging, Reporting and Data System (TI-RADS): White paper of the ACR TI-RADS Committee,
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Calibrated Selective Prediction Using Deep Ensembles for ROI-Based Thyroid Nodule Ultrasound Classification Under Dataset Shift: A Retrospective Evaluation
Calibrated deep ensembles with MI-based selective triage achieve strong internal thyroid-nodule ROI performance but lose calibration and threshold transportability on external TN3K.