Translational first
Frame projects around the decisions, workflows, and deployment constraints encountered in practice.
About
About
The approach, affiliations, and values behind the Knowlton Lab.
Translational statistical science
The Knowlton Lab builds applied statistics and machine learning for translational biomedical problems. The test is not whether a method performs on a curated benchmark, but whether it remains interpretable, reproducible, and useful once it leaves the sandbox.
Interpretability by design
Build methods that collaborators, clinicians, and domain experts can inspect and explain.
Research that teaches. Teaching that builds.
Treat research, teaching, supervision, and citizenship as mutually reinforcing work.
Affiliations
One research environment across two institutions.
- University of Auckland
- Massey University