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Journal Article
Calibration-Aware Uncertainty Decomposition for Cardiac MRI Segmentation
Your Name, Collaborator A, Collaborator B
Medical Image Analysis, 2025
Abstract
We propose a calibration-aware training objective that jointly optimizes segmentation accuracy and uncertainty reliability in U-Net architectures, achieving state-of-the-art ECE on the ACDC and M&Ms datasets.