Julián D. Arias-Londoño

The paper identifies a serum lipidomic signature in asymptomatic Alzheimer's disease mutation carriers that differentiates them from non-carriers and correlates with dementia risk factors.

The paper introduces an open-source model for automatically segmenting osseous structures of the paranasal sinuses, achieving high accuracy in ex vivo CT scans.

This paper develops a Bayesian method for pneumonia and lung lesion localization in CT scans, combining uncertainty measures with object detection to improve explainability and reduce automation bias.