Curriculum Vitae
Google Scholar profile

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

Affiliate Professor
Department of Biostatistics
University of Washington

• 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

• 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