Biostatistics and Medical Informatics Department Seminar with Wenjin Jim Zheng, University of Texas Houston
Leveraging LLMs and AI Agent Networks for Community-based Gene Set and Cell Type Annotation
Event Details
Date
Friday, April 11, 2025
Time
12-1 p.m.
Location
Description
Single-cell RAN sequencing has transformed our ability to identify diverse cell types and their transcriptomic signatures. However, annotating these signatures remains a major challenge, espeially those involving poorly characterized genes. Dr. Zheng will present a novel approach that integrates free-text descriptions with ontology labels for more accurate and robust gene set generation. This method correctly annotates over 68% of gene sets within the top five predictions.
Cost
Free
Contact
Accessibility
We value inclusion and access for all participants and are pleased to provide reasonable accommodations for this event. Please email junjie.hu@wisc.edu to make a disability-related accommodation request. Reasonable effort will be made to support your request.