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…