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1. Bayesian-Ensembles-for-Medical-Image-Segmentation-and-Uncertainty-Estimation Bayesian-Ensembles-for-Medical-Image-Segmentation-and-Uncertainty-Estimation Public

   We introduce Bayesian ensembles for medical image segmentation with uncertainty estimation, where multiple Bayesian networks are trained. The proposed methods demonstrate improved uncertainty estim…

2. Exploring-Context-Switching-in-Medical-Image-Retrieval-Using-Segmentation-Models Exploring-Context-Switching-in-Medical-Image-Retrieval-Using-Segmentation-Models Public

   Medical Image Retrieval (MIR) is essential for clinical workflows. We developed a Novel Context-switching MIR framework using segmentation (with MedSAM2) to create multiple image versions for more …