معرفی
Kieran Campbell is an Assistant Professor at the University of Toronto, cross-appointed to the Departments of Molecular Genetics and Statistical Sciences. He serves as an investigator at the Lunenfeld-Tanenbaum Research Institute in Downtown Toronto (St. George Campus).
His research focuses on Bayesian models and machine learning for high-dimensional biomedical data, particularly single-cell and cancer genomics, as well as spatial 'omics data. His work includes developing methods to integrate single-cell RNA/DNA sequencing data, delineate tumor microenvironments, and infer tumor ecosystem dynamics from single-cell atlases.
- Machine learning for biomedical data
- Statistical genomics
- Tumor microenvironment analysis
- Latent variable models
- Single-cell sequencing
- Cancer progression modeling
The Campbell Lab, based in Toronto's Discovery District at the Lunenfeld-Tanenbaum Research Institute, advances probabilistic machine learning techniques for multiplexed imaging datasets and segmentation error correction in biomedical analysis.
