Releasing EHealth Analytics Into The Wild: Lessons Learnt From The SPHERE Project

Authors:
Tom Diethe Amazon
Mike Holmes University of Bristol
Meelis Kull University of Tartu
Miquel Perello Nieto University of Bristol
Kacper Sokol University of Bristol
Hao Song University of Bristol
Emma Tonkin University of Bristol
Niall Twomey University of Bristol
Peter Flach University of Bristol

Introduction:

The SPHERE project is devoted to advancing eHealth in a smart-home context, and supports full-scale sensing and data analysis to enable a generic healthcare service. The authors describe, from a data-science perspective, our experience of taking the system out of the laboratory

Abstract:

The SPHERE project is devoted to advancing eHealth in a smart-home context, and supports full-scale sensing and data analysis to enable a generic healthcare service. We describe, from a data-science perspective, our experience of taking the system out of the laboratory into more than thirty homes in Bristol, UK. We describe the infrastructure and processes that had to be developed along the way, describe how we train and deploy Machine Learning systems in this context, and give a realistic appraisal of the state of the deployed systems.

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