2024 MCBK North American chapter meeting—Lightning talk and demonstration abstracts.

The document provides abstracts of presentations and demonstrations from the 2024 MCBK North American chapter meeting, covering topics such as ontologization of OMOP data, interoperability standards for biomedical knowledge, and managing AI bias in healthcare. Demonstrations include ensemble reasoning, automated CBK deployment, and a knowledge object for computable biomedical knowledge. The text introduces Overture, an open-source modular software suite designed to streamline the gathering, organizing, and sharing of genomics data, aiming to make large-scale genomics data cost-effective and accessible for researchers worldwide. [Extracted from the article]