Category: Data Science

Leveraging big data to transform health care through predictive modelling

This week, I’ll be presenting at the Erasmus+ Jean Monnet Conference on Competition, Big Data and Fundamental Rights on the topic of leveraging big data to transform health care through predictive modelling. I will look at how big data sets are already being used in predictive models to improve health care. I’ll also be exploring ...

Can we use wearable health tech to reduce society’s disease burden?

The chronic disease burden is continuing to rise – with record numbers being diagnosed with conditions including cardiovascular disease, diabetes, cancer, chronic respiratory disease and mental illness. In developed countries, chronic diseases are often the most expensive health conditions to treat and they account for more than 60% of deaths worldwide. An increase in physical ...

Using Predictive Analytics to Improve Healthcare Demand Forecasting

On 28 November, I’ll be presenting my latest research paper for the IFoA on the topic of Using Predictive Analytics to Improve Healthcare Demand Forecasting. In simple terms, predictive analytics is the process of learning from historical data to make predictions about future unknowns and can involve either supervised or unsupervised learning. The paper looks ...

Using data science to help reduce hospital admissions

Nearly 350,000 patients spend more than three weeks in NHS hospitals in England each year. This week NHS England announced plans to try to reduce the number of long-staying patients by 25% ahead of the winter flu season. The plan appears to be focused on reducing admissions by increasing access to primary care, providing more ...

Preventing the NHS winter crisis through predictive analytics

Despite plans put in place in September for 3,000 more beds to be made available this winter, between Christmas Day and New Year more than 20 NHS Trusts in England reported that they were at 100% operating capacity. As a result of demand for hospital care exceeding supply, non-urgent operations have been cancelled this month ...