Speaker Profile
PhD, Product Lead, Google
Biography
Andrew leads product development for the genomics team in Google Health. The genomics team develops methods that improve real-world applications in clinical genomics, population-level sequencing, drug discovery, and the combination of genomic and clinical data. Prior to Google, Andrew was Chief Scientific Officer at DNAnexus, where he supported many of the first large-scale genomics projects, such as the CHARGE Consortium, Regeneron-Gesinger and Regeneron-UKBiobank cohorts, the 3000 Rice Genomes Project, PrecisionFDA, and the St. Jude Pediatric Cancer Cloud. Andrew holds a PhD in Molecular Biology from Stanford University and a Bachelors degree in Physics from the University of Virginia.
Talk
As sequencing becomes more scalable and affordable, the ability to accurately phenotype large cohorts becomes increasingly important.This talk will explore how AI methods can solve this problem by using AI approaches on retinal images and spiromtery to discover new associates for glaucoma, COPD, and asthma. Additionaly, using mutli-modal LLMs to integrate phenotype information.
Session Abstract – PMWC 2024 Silicon Valley
Track Chair: Stacey Gabriel, Broad Institute and Steve Turner, PacBio
- New Frontiers in Genomic Analysis & Interpretation
- Robert Sebra, ISMMS
- Anshul Kundaje, Stanford
- Chaz Langelier, UCSF
- Orly Alter, Prism AI Inc - From Potential to Reality: Bringing Nanopore Sequencing to Clinical Practice (PANEL)
Chair: Emma Stanton, Oxford Nanopore Tech - Charles Chiu, UCSF
- Billy Tsz Cheong Lau, Stanford - Population Sequencing at Scale: Impact and Future Path of Genomic Programs (PANEL)
Chair: Stacey Gabriel, Broad Institute
- Heidi Rehm, MGH
- Cindy Lawley, Olink
- John M. Gaziano, Million Veterans Program (MVP) - New Frontiers in Genomic Analysis & Interpretation continues: AI in Spatial Transcriptomics in Patient Response
- David. W. Craig, City of Hope Cancer Center
- Premal Shah, MyOme - The Economic Perspective on Genomics (PANEL)
Chair: Bill Hyun, UCSF
- Steve Turner, PacBio
- Alex de Winter, Danaher Ventures
- Kandaswamy (Swamy) Vijayan, Zafrens - Using AI for Scalable Phenotyping and Discovery
- Andrew Carroll, Google
- Building Bridges: Precision Medicine Communities
- Kumar Prashant, Karkinos - NCI Showcase
- Xiaofeng Xie, MicrOmics Technologies
