Loading Events

← October 2023 Calendar

Network Medicine in the Age of AI

Friday, October 20, 2023


Network Medicine in the Age of AI

Dr. Zongliang Yue

Friday, Oct. 20, 2023 at 10 a.m. CT

Zoom link or copy and paste link: https://auburn.zoom.us/j/81706339239

 

Abstract:

Network-based approaches offer a robust means of investigating, modeling, and characterizing molecular mechanisms and gene modules in genotype-to-phenotype associations. Over the past decade, significant advancements in disease classification, drug repositioning, and treatment response prediction have been achieved through the application of systems biology. The emergence of multi-omics techniques, single-cell techniques, and artificial intelligence presents unprecedented opportunities, propelling us into a new era of network-based drug discovery. This exciting paradigm involves integrating multi-omics data into network analytics to identify specific biological interactions and regulations tailored to personalized medicine using artificial intelligence. The integrative multi-omics network-based analysis raises fundamental questions: How can we effectively eliminate noise and amplify signals in multi-omics data analytics? How can we discern biological conditional interactions and regulations using multi-omics data? And, most importantly, how can we enhance the chances of success in precision medicine through the utilization of multi-omics data? In this presentation, I will showcase the use of multi-omics data to integrate network biology, empowering personalized medicine initiatives. Additionally, I hope to ignite the common interest of the AI@AU community, inspiring us to revisit and rethink the critical questions as we develop cutting-edge technologies to elevate health outcomes and overall quality of life.

 

More information on the Fall Forums can be found on Auburn’s website.