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eess.IV2024
BrainSegFounder: Towards 3D Foundation Models for Neuroimage Segmentation
Joseph Cox, Peng Liu, Skylar E. Stolte +5
The burgeoning field of brain health research increasingly leverages artificial intelligence (AI) to interpret and analyze neurological data. This study introduces a novel approach…
eess.IV2022★ 1 cited
DOMINO: Domain-aware Model Calibration in Medical Image Segmentation
Skylar E. Stolte, Kyle Volle, Aprinda Indahlastari +5
Model calibration measures the agreement between the predicted probability estimates and the true correctness likelihood. Proper model calibration is vital for high-risk applicatio…