AutoDx-DR Prospective Clinical Validation Study Protocol
An Evaluation of the Accuracy of AutoDx-DR, a Software Algorithm That Detects Diabetic Retinopathy From Retinal Images of Individuals With Diabetes
1 other identifier
interventional
1,539
0 countries
N/A
Brief Summary
In this study, we will prospectively evaluate the accuracy of a deep-learning based software algorithm in the detection of diabetic retinopathy from 60° wide single-field retinal fundus images.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for not_applicable
Started Dec 2020
Shorter than P25 for not_applicable
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
Click on a node to explore related trials.
Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
November 9, 2020
CompletedFirst Posted
Study publicly available on registry
November 13, 2020
CompletedStudy Start
First participant enrolled
December 1, 2020
CompletedPrimary Completion
Last participant's last visit for primary outcome
July 31, 2021
CompletedStudy Completion
Last participant's last visit for all outcomes
July 31, 2021
CompletedNovember 13, 2020
November 1, 2020
8 months
November 9, 2020
November 12, 2020
Conditions
Keywords
Outcome Measures
Primary Outcomes (2)
Sensitivity
The ability of AutoDX-DR to correctly identify those with the disease (true positive rate)
Each subject will only have one day study visit and will provide the AutoDX-DR and gold standard reading during their one visit.
Specificity
The ability of AutoDX-DR to correctly identify those without the disease (true negative rate)
Each subject will only have one day study visit and will provide the AutoDX-DR and gold standard reading during their one visit.
Study Arms (1)
AutoDX and Gold Standard
EXPERIMENTALA licensed clinician will obtain 60° wide single-field retinal fundus images from subjects who are diabetic patients in primary care environments (i.e. non-eye care settings, such as internal medicine, family medicine, and endocrinology). The fundus images will be uploaded to the RetinaVue Network software using the AutoDx-DR with Over-read modality, where images are transmitted to both AutoDx-DR and a remote ophthalmologist. Subjects participating in this study will undergo further retinal fundus imaging: four mydriatic, stereoscopic 45° field of view (4W) retinal images and spectral domain optical coherence tomography (SD-OCT) captured with the Reference Standard Camera
Interventions
AutoDx-DR provides basic image interpretation for the detection of DR and diabetic macular edema (DME) and a Refer or Not Refer recommendation.
Eligibility Criteria
You may qualify if:
- A documented diagnosis of diabetes mellitus in accordance with the criteria established by the American Diabetes Association (ADA)7 as indicated by at least one of the following:
- Hemoglobin A1c (HbA1c) \> 6.5%
- Fasting Plasma Glucose (FPG; period of fasting must be at least 8 hours) \> 126 mg/dL (7.0 mmol/L)
- Oral Glucose Tolerance Test (OGTT) with 2-hour plasma glucose \>200 mg/dL (11.1 mmol/L), using the equivalent of an oral 75 g anhydrous glucose dose dissolved in water o Symptoms of hyperglycemia or hyperglycemic crisis with a random plasma glucose (RPG) ≥ 200 mg/dL (11.1 mmol/L)
- years of age or older
- Ability to understand the study and sign the informed consent
You may not qualify if:
- A documented diagnosis of more than mild diabetic retinopathy in the patient record.
- o More than mild diabetic retinopathy shall be defined as moderate NPDR, severe NPDR, proliferative diabetic retinopathy (PDR) or any level of DME; or a documented diabetic eye exam report indicating more than microaneurysms \[i.e. presence of intraretinal hemorrhages, venous beading, intraretinal microvascular abnormalities (IRMA,) neovascularization or DME.\]
- They report having severe vision loss in both eyes.
- They report a history of laser treatment or surgery of the retina.
- They report that they are currently receiving treatment for DR or DME.
- They report a diagnosis of angle closure glaucoma.
- They report hypersensitivity to light which makes retinal imaging uncomfortable.
- They are currently pregnant or breastfeeding.
- They report that they have an iris supported intraocular lens or anterior chamber intraocular lens associated with a previous cataract surgery.
- They had a previous pupilloplasty surgery.
Contact the study team to confirm eligibility.
Sponsors & Collaborators
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Officials
- PRINCIPAL INVESTIGATOR
Antonio Piñero-Piloña, MD
Diabetes Care Center
- PRINCIPAL INVESTIGATOR
Joseph Woolley, MD
Southwest Internal Medicine
- PRINCIPAL INVESTIGATOR
Keila Hoover, MD
Hoover Family Medicine
- PRINCIPAL INVESTIGATOR
Quang Vo, MD
Dr. Steven Barag, DO
- PRINCIPAL INVESTIGATOR
Peter Mattar, MD
Dr. Peter N. Mattar, MD
- PRINCIPAL INVESTIGATOR
Efrain Soto, MD
Park Lakes Family Medicine
- PRINCIPAL INVESTIGATOR
Harish Thakkar, MD
Southwest Medical Clinic
- PRINCIPAL INVESTIGATOR
Luis Gonzalez-Orozco, MD
Clinic of Luis Gonzalez
- PRINCIPAL INVESTIGATOR
Jennifer Bellucci-Jackson, MD
Family Medicine Specialists
Central Study Contacts
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- NA
- Masking
- NONE
- Purpose
- DIAGNOSTIC
- Intervention Model
- SINGLE GROUP
- Sponsor Type
- INDUSTRY
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
November 9, 2020
First Posted
November 13, 2020
Study Start
December 1, 2020
Primary Completion
July 31, 2021
Study Completion
July 31, 2021
Last Updated
November 13, 2020
Record last verified: 2020-11
Data Sharing
- IPD Sharing
- Will not share