Knowlton Lab
The Knowlton Lab focuses on applied statistics and machine learning for translational biomedical problems, with an emphasis on methods that remain interpretable, reproducible, and clinically useful once they leave the sandbox.
Translational first
Projects are framed around decisions, workflows, and deployment constraints encountered in practice.
Interpretability by design
The lab prioritises methods that can be explained to collaborators, clinicians, and domain experts.
Collaboration across the pipeline
Work spans method development, validation, and the communication needed to move results into applied settings.