Skip to main content

Main menu

  • Home
  • Current Issue
  • Content
    • Current Issue
    • Early Access
    • Multimedia
    • Podcast
    • Collections
    • Past Issues
    • Articles by Subject
    • Articles by Type
    • Supplements
    • Plain Language Summaries
    • Calls for Papers
  • Info for
    • Authors
    • Reviewers
    • Job Seekers
    • Media
  • About
    • Annals of Family Medicine
    • Editorial Staff & Boards
    • Sponsoring Organizations
    • Copyrights & Permissions
    • Announcements
  • Engage
    • Engage
    • e-Letters (Comments)
    • Subscribe
    • Podcast
    • E-mail Alerts
    • Journal Club
    • RSS
    • Annals Forum (Archive)
  • Contact
    • Contact Us
  • Careers

User menu

  • My alerts

Search

  • Advanced search
Annals of Family Medicine
  • My alerts
Annals of Family Medicine

Advanced Search

  • Home
  • Current Issue
  • Content
    • Current Issue
    • Early Access
    • Multimedia
    • Podcast
    • Collections
    • Past Issues
    • Articles by Subject
    • Articles by Type
    • Supplements
    • Plain Language Summaries
    • Calls for Papers
  • Info for
    • Authors
    • Reviewers
    • Job Seekers
    • Media
  • About
    • Annals of Family Medicine
    • Editorial Staff & Boards
    • Sponsoring Organizations
    • Copyrights & Permissions
    • Announcements
  • Engage
    • Engage
    • e-Letters (Comments)
    • Subscribe
    • Podcast
    • E-mail Alerts
    • Journal Club
    • RSS
    • Annals Forum (Archive)
  • Contact
    • Contact Us
  • Careers
  • Follow annalsfm on Twitter
  • Visit annalsfm on Facebook
Research ArticleInnovations in Primary Care

Dilation Before Automated Diabetic Retinopathy Screening Performed in the Primary Care Setting

Jonathan Yun, Spencer Schell, Kevin Gulley and Michael E. Johansen
The Annals of Family Medicine July 2024, 22 (4) 356; DOI: https://doi.org/10.1370/afm.3133
Jonathan Yun
1OhioHealth, Grant Family Medicine, Columbus, Ohio
MD, MPH
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • For correspondence: jonathan.yun2@ohiohealth.com
Spencer Schell
1OhioHealth, Grant Family Medicine, Columbus, Ohio
MD
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Kevin Gulley
1OhioHealth, Grant Family Medicine, Columbus, Ohio
MD
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Michael E. Johansen
1OhioHealth, Grant Family Medicine, Columbus, Ohio
2Heritage College of Osteopathic Medicine at Ohio University, Dublin, Ohio
MD, MS
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • Article
  • Figures & Data
  • eLetters
  • Info & Metrics
  • PDF
Loading
Key words:
  • artificial intelligence
  • diabetic retinopathy
  • primary health care

THE INNOVATION

One-third of US diabetic adults do not receive annual eye exams. Patients with lower income, lower educational levels, and identifying as Black or Hispanic are associated with missing eye examinations.1,2 Previous research in the primary care setting has also shown that the proportion of ungradable exams is ~30%.3 To increase the proportion of our primary care diabetic patient panel who received diabetic eye exams, we initially utilized digital fundus photography and automated retinal imaging analysis without performing dilation. Later, because of the high proportion of exams that the software could not interpret, we began offering eye dilation before fundoscopic examination.

WHO & WHERE

The OhioHealth Grant Medical Center Family Medicine practice is a family residency clinic located in Columbus, Ohio. Residents, faculty, and nurse practitioners comprise the 40 clinicians at our clinic. Our patients are primarily covered by Medicaid and are individuals from socially disadvantaged populations.

HOW

In September 2022, we began performing on-site diabetic retinopathy screening without eye dilation using the Topcon Healthcare TRC-NW400 Non-Mydriatic Retinal Camera (Topcon Corporation) and the Digital Diagnostics IDx-DR program (Digital Diagnostics). We taught physicians and staff to ask patients about prior exams and obtain outside records, employ non-clinical medical assistant staff to perform eye exams, and refer patients with positive screens or uninterpretable results to ophthalmology. Successful processes included identifying patients due for retinopathy screening before appointments and using our electronic health record to remind physicians and staff to perform screening at the point of care. The proportion of our diabetic population with sufficient diabetic retinopathy results (ie, retinal photos the software could interpret as positive or negative) increased from 20% (253/1277) in November 2022 to 35% (429/1225) in May 2023. In May 2023, we observed that 36% of all exams were insufficient and began offering eye dilation to patients aged >64 years and/or patients who had failed previous non-dilated exams. Over the next 8 months, our insufficient exam rate decreased to 22% (82/371); 41% of these exams were performed after dilation. Additionally, our retinopathy detection proportion increased from 11% (September 2023 to May 2023) to 18% (May 2023 to January 2024). Toward the end of January 2024, our overall screening rate was 57% (728/1268) for patients who hadn’t been seen in our office in a year and 65% (702/1082) for patients who had been seen in a year.

LEARNING

Our efforts resulted in a substantial and sustainable increase in the number of patients who received diabetic retinopathy screening. The greatest increase in retinopathy screening came after clinic managers began reminding staff through electronic health record reminders to perform screening during appointments. Moreover, offering dilated eye exams to selected patients also led to an increase in the proportion of photographs that the software could interpret. Indeed, before we began dilating, our rate of insufficient exams was similar to previous research, but decreased by roughly one-third after we started dilating. In summary, dilated diabetic retinopathy screening in the primary care setting using in-clinic retinal photographs and automated software interpretation resulted in a large, sustainable increase in diabetic retinopathy screening rates for our underserved patient population.

Footnotes

  • Conflicts of interest: authors report none.

  • Read or post commentaries in response to this article.

  • Author contributions: M.E.J. conceived the study and had full access to all study data and takes responsibility for the integrity of the data and the accuracy of the data analysis. J.Y., S.S., K.G., and M.E.J. analyzed the data, drafted the manuscript, and contributed substantially to its revision.

  • Received for publication December 4, 2023.
  • Revision received February 27, 2024.
  • Accepted for publication March 11, 2024.
  • © 2024 Annals of Family Medicine, Inc.

References

  1. 1.↵
    1. Gibson DM.
    Estimates of the percentage of US adults with diabetes who could be screened for diabetic retinopathy in primary care settings. JAMA Ophthalmol. 2019; 137(4): 440-444. doi:10.1001/jamaophthalmol.2018.6909
    OpenUrlCrossRef
  2. 2.↵
    1. Sloan FA,
    2. Brown DS,
    3. Carlisle ES,
    4. Picone GA,
    5. Lee PP.
    Monitoring visual status: why patients do or do not comply with practice guidelines. Health Serv Res. 2004; 39(5): 1429-1448. doi:10.1111/j.1475-6773.2004.00297.x
    OpenUrlCrossRefPubMed
  3. 3.↵
    1. Piyasena MMPN,
    2. Yip JLY,
    3. MacLeod D,
    4. Kim M,
    5. Gudlavalleti VSM.
    Diagnostic test accuracy of diabetic retinopathy screening by physician graders using a hand-held non-mydriatic retinal camera at a tertiary level medical clinic. BMC Ophthalmol. 2019; 19(1): 89. doi:10.1186/s12886-019-1092-3
    OpenUrlCrossRefPubMed
PreviousNext
Back to top

In this issue

The Annals of Family Medicine: 22 (4)
The Annals of Family Medicine: 22 (4)
Vol. 22, Issue 4
July/August 2024
  • Table of Contents
  • Index by author
  • Front Matter (PDF)
  • Plain-Language Summaries
Print
Download PDF
Article Alerts
Sign In to Email Alerts with your Email Address
Email Article

Thank you for your interest in spreading the word on Annals of Family Medicine.

NOTE: We only request your email address so that the person you are recommending the page to knows that you wanted them to see it, and that it is not junk mail. We do not capture any email address.

Enter multiple addresses on separate lines or separate them with commas.
Dilation Before Automated Diabetic Retinopathy Screening Performed in the Primary Care Setting
(Your Name) has sent you a message from Annals of Family Medicine
(Your Name) thought you would like to see the Annals of Family Medicine web site.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
1 + 1 =
Solve this simple math problem and enter the result. E.g. for 1+3, enter 4.
Citation Tools
Dilation Before Automated Diabetic Retinopathy Screening Performed in the Primary Care Setting
Jonathan Yun, Spencer Schell, Kevin Gulley, Michael E. Johansen
The Annals of Family Medicine Jul 2024, 22 (4) 356; DOI: 10.1370/afm.3133

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
Get Permissions
Share
Dilation Before Automated Diabetic Retinopathy Screening Performed in the Primary Care Setting
Jonathan Yun, Spencer Schell, Kevin Gulley, Michael E. Johansen
The Annals of Family Medicine Jul 2024, 22 (4) 356; DOI: 10.1370/afm.3133
Twitter logo Facebook logo Mendeley logo
  • Tweet Widget
  • Facebook Like
  • Google Plus One

Jump to section

  • Article
    • THE INNOVATION
    • WHO & WHERE
    • HOW
    • LEARNING
    • Footnotes
    • References
  • Figures & Data
  • eLetters
  • Info & Metrics
  • PDF

Related Articles

  • PubMed
  • Google Scholar

Cited By...

  • No citing articles found.
  • Google Scholar

More in this TOC Section

  • Reducing Stigma Through Conversations in Primary Care About Unhealthy Alcohol Use
  • Adult ADHD Diagnosis in a Family Medicine Clinic
  • Enhancing First Trimester Obstetrical Care: The Addition of Point-of-Care Ultrasound
Show more Innovations in Primary Care

Similar Articles

Subjects

  • Other research types:
    • Health services
  • Other topics:
    • Quality improvement

Keywords

  • artificial intelligence
  • diabetic retinopathy
  • primary health care

Content

  • Current Issue
  • Past Issues
  • Early Access
  • Plain-Language Summaries
  • Multimedia
  • Podcast
  • Articles by Type
  • Articles by Subject
  • Supplements
  • Calls for Papers

Info for

  • Authors
  • Reviewers
  • Job Seekers
  • Media

Engage

  • E-mail Alerts
  • e-Letters (Comments)
  • RSS
  • Journal Club
  • Submit a Manuscript
  • Subscribe
  • Family Medicine Careers

About

  • About Us
  • Editorial Board & Staff
  • Sponsoring Organizations
  • Copyrights & Permissions
  • Contact Us
  • eLetter/Comments Policy

© 2025 Annals of Family Medicine