Calibrated deep ensembles with MI-based selective triage achieve strong internal thyroid-nodule ROI performance but lose calibration and threshold transportability on external TN3K.
Deep learning-based artificial intelligence model to assist thyroid nodule diagnosis and management: A multicentre diagnostic study,
1 Pith paper cite this work, alongside 368 external citations. Polarity classification is still indexing.
1
Pith paper citing it
368
external citations · OpenAlex
fields
eess.IV 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
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.