Kai Ye

Kai Ye

Ph.D. in Electrical & Computer Engineering from University of Pittsburgh. I work on brain neuroimaging, AI for healthcare, and trustworthy machine learning.

BPEN: Brain Posterior Evidential Network for Trustworthy Brain Imaging Analysis

Published in Neural Networks, 2024, 2024

We develop BPEN, an evidential deep learning model that produces calibrated posterior estimates for brain imaging tasks, improving trustworthiness in neurodegenerative disease assessment.

Recommended citation: Ye, K.* et al. (2024). BPEN: Brain Posterior Evidential Network for Trustworthy Brain Imaging Analysis. Neural Networks, 2024.
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