The diabetic retinopathy screening workflow: potential for smartphone imaging

Nigel M. Bolster, Mario E. Giardini, Andrew Bastawrous

Research output: Contribution to journalLiterature review

17 Citations (Scopus)
301 Downloads (Pure)


Complications of diabetes mellitus, namely diabetic retinopathy and diabetic maculopathy, are the leading cause of blindness in working aged people. Sufferers can avoid blindness if identified early via retinal imaging. Systematic screening of the diabetic population has been shown to greatly reduce prevalence and incidence of blindness within the population. Many national screening programmes have digital fundus photography as their basis. In the past five years several techniques and adapters have been developed that allow digital fundus photography to be performed using smartphones. We review recent progress in smartphone - based fundus imaging and discuss its potential for integration into national systematic DR screening programmes. Some systems have produced promising initial results with respect to their agreement with reference standards. However further multi-site trialling of such systems’ use withi n implementable screening workflows is required if an evidence base strong enough to affect policy change is to be established. If this were to occur national diabetic retinopathy screening would, for the first time, become possible in low-and middle-income settings where cost and availability of trained eye-care personnel are currently key barriers to implementation. As diabetes prevalence and incidence is increasing sharply in these settings, the impact on global blindness could be profound.
Original languageEnglish
Number of pages7
JournalJournal of Diabetes Science and Technology
Issue number2
Early online date23 Nov 2015
Publication statusPublished - 1 Mar 2016


  • diabetic retinopathy
  • fundoscopy
  • mHealth
  • ophthalmoscopy
  • smartphone
  • telemedicine

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  • Projects

    Research Output

    • 17 Citations
    • 1 Conference contribution book
    • 1 Poster
    • 1 Literature review

    Towards a workflow driven design for mHealth devices within temporary eye clinics in low-income settings

    Bolster, N. M., Bastawrous, A. & Giardini, M. E., Aug 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). United States: IEEE, Vol. 2015. p. 7312-7315 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    Open Access
  • 59 Downloads (Pure)

    How the smartphone is driving the eye-health imaging revolution

    Bolster, N. M., Giardini, M. E., Livingstone, I. AT. & Bastawrous, A., Dec 2014, In : Expert Review of Ophthalmology. 9, 6, p. 475-485 11 p.

    Research output: Contribution to journalLiterature review

    Open Access
  • 12 Citations (Scopus)
    324 Downloads (Pure)

    Peek: Portable Eye Examination Kit. The smartphone Ophthalmoscope

    Livingstone, I. A. T., Bastawrous, A., Giardini, M. E. & Jordan, S., 4 May 2014.

    Research output: Contribution to conferencePoster

  • Impacts

    Peek - Portable Eye Examination Kit

    Mario Ettore Giardini (Participant), Andrew Bastawrous (Participant), Iain A.T. Livingstone (Participant), Stewart Jordan (Participant), Nigel Bolster (Participant)

    Impact: Impact - for External PortalHealth and welfare - new products, guidelines and services


    • 1 Types of Public engagement and outreach - Media article or participation

    Scotland leads the way in healthcare at a distance

    Nigel M Bolster (Interviewee)
    24 Jun 2016

    Activity: Other activity typesTypes of Public engagement and outreach - Media article or participation

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