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most citedAutomatic Estimation of Ulcerative Colitis Severity from Endoscopy Videos using Ordinal Multi-Instance Learning

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MEGAN: Mixture of Experts for Robust Uncertainty Estimation in Endoscopy Videos

Damola Agbelese, Krishna Chaitanya, Pushpak Pati +11

Reliable uncertainty quantification (UQ) is essential in medical AI. Evidential Deep Learning (EDL) offers a computationally efficient way to quantify model uncertainty alongside p…