Youyi Fong

Youyi Fong, PhD

Curriculum Vitae
Google Scholar profile

yfong@fredhutch.org

Professor
Vaccine and Infectious Disease Division
Public Health Sciences Division
Fred Hutch Cancer Center

Affiliate Professor
Department of Biostatistics
University of Washington

Methods Research

  • Deep learning (recruiting students)
    • Computer vision for cell segmentation (python)
    • Autoencoder-based unsupervised learning (R/python)
  • Machine learning
    • Kernel-based random effects model (R)
    • AUC-based classification/prediction (R)
  • Statistics
    • Threshold regression models (R)
    • Serial dilution assay methods (software)
    • Survival analysis (R)
    • Protein sequence clustering (software)
    • Bayesian methods

Collaborative Research

  • Computer vision research:
    • cell segmentation from fluorescence imaging
    • lymph node segmentation and classification from CT volumes
    • Western blot-based diagnostics
  • Infectious disease research:
    • SARS-CoV2
    • HIV
    • HSV
    • dengue
    • cholera
    • influenza
    • pertussis