Last weekend I was lucky enough to join a great group of people at a Rewired State hack event for the Wellcome Trust. On a beautiful morning in London we were given access to a tonne of open science data and asked to show the Wellcome Trust what could be done with it.
Pretty quickly our team joined together with the idea to build a monitoring system for Intensive Care. Currently the existing monitoring equipment is plugged into a network and the data is saved (not everywhere, but increasingly so). We asked ourselves the question “what could we do if we centralised all that data?”. Our team included a couple of data analysts and they started discussing the possibility of finding ‘usefulness’ within the data. “Would we find any patterns in terms of vital statistic changes and mortality rates?”.
Having access to this data is AMAZING not only because we can learn so much from it, but because we can DO so much with it.
So we set to it, the devs building the frontend and the framework, and the ‘data guys’ crunched numbers. It was so exciting when they started to realise that they had found some potential clues in the data – certain numbers changing in a certain direction seemed to point towards higher probability that the patient would die.
By combining the two ideas we came up with MEDIC – Monitoring & Early Detection in Intensive Care. We would pipe all of that live data into a central database and show a live representation of that patient on a screen so all their vital stats are instantly visible and instead of a zillion alarms going off if something does start to go wrong there would be one centralised alarm. This would reduce the possibility of alarm saturation, the phenomenon where so many alarms go off in the intensive care unit that they start to lose their significance.
By tying that together with the results of the data analysis, an algorithm, we could change the status of any of those patients to ‘warning’ should their stats be showing signs that from the historical data suggest their condition is likely to worsen soon.
A summary of the project can be found here – we were very proud to be awarded the Open Research prize.
I have to say we were really excited by the possibilities of this, having access to this data is AMAZING not only because we can learn so much from it, but because we can DO so much with it. Thank you fellow team members (Allen Lin, Ben Webb, Emily Christy, Florian Rathgeber, John Sandall, Matt Shawkat, Tom Pollard), thank you Rewired State and thank you Wellcome Trust. What a great weekend.