Publication: Case Study 2: The collaboration of deepmind health with moorfields eye hospital
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2020-12-28
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IE University
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In 2016, DeepMind Health began a collaboration with Moorfields Eye Hospital to assess whether deep learning techniques could be used to interpret optical coherence tomography scans (OCT) to help triage and diagnose the health of the retina in patients with visual problems. A landmark research paper was published in 2018 demonstrating that the deep learning method produces results comparable to those of experts in the field, and that this was generalizable across imaging devices. Importantly, DeepMind Health are focused on making it possible for clinicians to understand how the algorithm arrived at its conclusion [1]. DeepMind Health have also been mindful to promote a positive perception amongst clinicians and the wider public. How they have attempted to do this, and its effectiveness is the focus of this case study.
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Attribution 4.0 International
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IE Center of the Governance of Change
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Ahmad, S. (2020). Case Study 2: The collaboration of deepmind health with moorfields eye hospital. En Innovation, Sustainability and the Future of Healthcare. IE Center for the Governance of Change (CGC). https://doi.org/10.5281/zenodo.4395613