Caroline Morton

Posts tagged: Machine Learning

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What are GANs and how can they generate synthetic data?

This blog explores Generative Adversarial Networks (GANs) and how they can be used to generate synthetic healthcare data.

Clinic to Code to Care

This blog came out of a talk Steph Jones and I gave at Women in Data and AI in October 2025. It explores the journey of information from a patient in clinic to how that information is coded for research and ultimately ends up informing statistical and machine learning models that can help improve patient care.

What is Synthetic Data and Why Does it Matter?

This blog is the first in a series exploring synthetic data, its benefits, and its applications in various fields.