Using machine learning to classify microglia

Project Code

MRCNMH25Ex Richards

Research Theme

Neuroscience & Mental Health

Project Summary Download

Summary

During this exciting, fully-funded PhD, you will use machine learning to automatically classify the state of microglia (the brain’s specialised immune cells). This will involve combining mathematics, computer programming and artificial intelligence with real experimental data to develop both supervised and unsupervised methods to predict microglial state. You will have the opportunity to collaborate with researchers in Exeter, Bristol, Newcastle and Leeds. This work has significant potential applications throughout biology and medicine, including in drug discovery, cancer and neurodegenerative conditions such as motor neuron disease, Parkinson’s disease and Alzheimer’s disease.

Lead Supervisor

Dr David Richards

Lead Supervisor Email

david.richards@exeter.ac.uk

University Affiliation

Exeter