Retinal Deep Phenotyping.TM
Retinal Deep PhenotypingTM by A Novel Mydriatic Hyperspectral Retinal Camera (MHRC) And Analysis by Deep Learning
This study aims to collect a baseline dataset of MHRC retinal scans that will be used for the pre-training of deep learning models from the hyperspectral retinal image phenotypic features that may form the basis for multiple future classification applications.
As an exploratory study, there are no endpoints per se, however, the following sub-objective will be evaluated for determining the success of this study:
- Collection and characterization of MHRC retinal images from at least 250 participants that score at least 80 on the real-time Quality Index (included in the MHRC software).
- Development of at least one (1) DL model of the retina. Models may be used for the development of novel classifier tests and potential use in a clinical setting.
Study Overview
Status
Status
Conditions
Conditions
Detailed Description
Study Type
Study Type
Contacts and Locations
Study Contact
Study Contact
- Name: Shannon Campbell
- Phone Number: 5148894994
- Email: scampbell@optinadx.com
Study Contact Backup
- Name: Lara Santucci
- Phone Number: 514 465-8319
- Email: lsantucci@optinadx.com
Study Locations
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Virginia
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Norfolk, Virginia, United States, 23502
- Wagner Macular & Retinal Center
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Participation Criteria
Eligibility Criteria
Eligibility Criteria
Ages Eligible for Study
- Adult
- Older Adult
Accepts Healthy Volunteers
Sampling Method
Study Population
Adults ages 18 years and older who have undergone pupil dilation and are not contraindicated for mydriatic imaging with a fundus camera. Ideally, the study population will be reflective of the adult population with the following estimates for demographics.
TABLE 5.1: US population demographics
Gender* 49.5% Male 50.5% Female
Age* 55% 18-64 years old 17% 45+ years old
Ocular Health in adults 40+ yrsǂ 44% Normal ocular health 56% Eye symptoms
* based on US census data (accessed on 30-April-2023) ǂ based on CDC Fast Facts about Vision Loss
Of note, these are only guidelines to aid with recruiting a study population that is representative of the adult population in the United States.
Description
Inclusion Criteria:
- Adults 18 years and older who will undergo mydriasis (pupil dilation) as part of their eye clinic visit.
Exclusion Criteria:
- Contraindications for mydriatic fundus imaging.
- Pupil dilation contraindicated (due to a pathology, or presence of 3 quadrants with Van Herick grading of 0 or 1 without iridotomy).
- Inadequate pupil dilatation (< 6mm diameter) preventing uniform illumination of the retina with the MHRC.
- Refractive error outside the range of -15 D to +15 D.
- Deficient visual fixation (inability to fixate for at least 2 s)
- Inability of obtaining at least 3 images of satisfactory quality with the MHRC per the Optina Diagnostics quality index software and /or per the eye specialists' evaluation.
Study Plan
How is the study designed?
Design Details
Number of groups / cohorts
Cohorts and Interventions
Group / CohortGroup / Cohort |
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Single group assignment
The participant will undergo a single retinal imaging session with the Optina MHRC device, on one or both eyes.
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What is the study measuring?
Primary Outcome Measures
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
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At least one (1) Deep Learning (DL) model that characterizes the retina.
Time Frame: 12 months
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12 months
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Review of any safety events (AE, SAE, UADEs) that occur throughout the study.
Time Frame: 12 months
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As an exploratory study, there are no acceptance criteria for these study outcomes, rather the study results will be summarized in a Final Clinical Study report that will document the study outcomes and any learnings/models that may be applied to new development project using the MHRC H5 images
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12 months
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Collaborators and Investigators
Sponsor
Sponsor
Study record dates
Study Major Dates
Study Start (Estimated)
Study Start
Primary Completion (Estimated)
Primary Completion
Study Completion (Estimated)
Study Completion
Study Registration Dates
First Submitted
First Submitted
First Submitted That Met QC Criteria
First Submitted That Met QC Criteria
First Posted (Actual)
First Posted
Study Record Updates
Last Update Posted (Estimated)
Last Update Posted
Last Update Submitted That Met QC Criteria
Last Update Submitted That Met QC Criteria
Last Verified
Last Verified
More Information
Terms related to this study
Other Study ID Numbers
Other Study ID Numbers
- 22-002A
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
Studies a U.S. FDA-regulated device product
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