Fong Group

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Professor
Vaccine and Infectious Disease Division
Public Health Sciences Division
Fred Hutchinson 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

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

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