Transformative Impact of Artificial Intelligence on Basic Liver Research: From Predicting Protein Structure to Multimodal Data, Part 1
Nov
17
2024
Convention Center: Room 29
8:00 AM - 9:30 AM
Captured
Description
This workshop addresses how AI is revolutionizing the life sciences in hepatology and increasingly permeating the world of basic science. AI tools can be used for experimental design and modeling. AlphaFold, a landmark AI tool developed to predict protein conformation, is informing the development of small molecule inhibitors for different conditions. Other AI applications in basic research include sequencing, imaging, and structural biology. AI is being used to integrate clinical and high-throughput omics data for personalized diagnostic predictions and promises to inform individualized therapeutic approaches.Journey Maps
Presentations
8:00 AM - 8:20 AM
Nov
17
2024
San Diego, CA
Introduction to AI tools in Basic and Translational Hepatology Research
Mamatha Bhat, MD, PhD, Presenter
Basic Science
8:20 AM - 8:40 AM
Nov
17
2024
San Diego, CA
Development of Artificial Intelligence Methods for Integration of Molecular and Imaging Data
Tallulah S Andrews, PhD, Presenter
Basic Science
8:40 AM - 9:00 AM
Nov
17
2024
San Diego, CA
The Transformative Impact of Artificial Intelligence on Basic Liver Research: From Predicting Cellular Morphology to Multimodal Data Integration
Juliet Emamaullee, MD, PhD, Presenter
Basic Science
Objectives
- Explain different AI methods and their use for specific scientific questions.
- Review the AI tools being used to identify new pharmacologic compounds.
- Discuss how AI tools are facilitating research involving complex omic datasets.