Finished | The Alan Turing Institute

Projects

cancer

Interpretable disease prediction models using supervised learning

Evaluating supervised machine learning models for creating interpretable disease risk prediction models using electronic health records

A person checking their blood sugar levels

Data-driven evaluation of treatments for type 2 diabetes

Using machine learning to investigate differential effects of therapies on Type 2 diabetes patients

Brain model

Investigating primary brain tumours

Investigating the stratification of patients with primary brain tumours based on their predicted response to therapy

Dictionary page

Automating translation by determining text difficulty

Building a model to determine the features of text which make it more difficult for machine translation

Strands of RNA

Identifying potential disease causing variants in genetic data

Developing an algorithm to identify disease causing variants in protein-coding regions of genes

Leeds high street

Understanding differences in population estimates for Leeds

Identifying how and why population estimates in Leeds differ between GP registers and the ONS

Children with number blocks

Ethics of machine learning in children's social care

Researching whether the use of machine learning in children's social care can be ethically justifiable and what that would require in practice

Parthenon

Computational models of meaning change in Ancient Greek

Developing computational models to automatically identify meaning change in the Ancient Greek language

Police officer

Agent-based models of police resourcing and demand

Developing proof of concept models to unpick police supply and demand interactions