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dataset shift 1deep ensembles 1probability calibration 1selective prediction 1thyroid nodule classification 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

eess.IV2026

Calibrated Selective Prediction Using Deep Ensembles for ROI-Based Thyroid Nodule Ultrasound Classification Under Dataset Shift: A Retrospective Evaluation

Md. Sadibul Hasan Sadib, Md. Mohayminul Mukit, Rahmatul Kabir Rasel Sarker +2

The paper presents a calibrated deep ensemble model for classifying thyroid nodules in ultrasound images and uses uncertainty estimates to selectively refer cases for fine‑needle a…