Mayden

Background

Mayden Software Ltd produces and maintains software for the NHS specifically for the recording of mental health patient records. This includes mental health scores as well as patient and consultant notes. Their product, IAPTUS is compliant to all NHS standards and has become the industry leading product in its class. Mayden are currently looking to export their capability globally.

Problem

Mayden have lots of structured and unstructured, high-quality data. The NHS desire better and more efficient improvements in their mental health therapeutic practices. It was identified that automated machine learning techniques would be an efficient way of inferring patient recommendations - extracting the relevant features from Mayden’s extremely large dataset. However, whilst Mayden had a data analytics practice, machine learning was new.

Solution

TEKTowr gave two “Machine Learning Made Easy” workshops (over the course of a couple of days). This led to a year-long project developing for Mayden their agile machine learning team, the learning strategy and their technology pipeline (based on python, Jupyter, Tensorflow and Sci-kit learn).

Outcomes

Mayden was able to repeat existing clinical results using the new techniques as well as show that their data led to new inferences which consolidated their standing as thought leaders within the NHS on data analysis for therapeutic practices.