T1D Resources (In Progress)

Background, datasets, and starter code for machine learning research in type 1 diabetes. Each project below has its own page.

• Diabetes-Related Reinforcement Learning (DRRL)

  Reinforcement learning for insulin dosing and glucose control: simulators, starter code, and prior work to get a project off the ground.

  1 repos · 2 related papers

• Type-One Digital Twin (T1DT)

  Patient-specific simulation of glucose dynamics: models, tools for fitting them to real data, and ways to evaluate them.

  1 repos · 1 related papers

Looking for data? Glucose-ML collects public CGM datasets for research.