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Primary eye care

Last updated March 2025
Last updated March 2025

Tags:Real-World DataOptometryOCTRetinal PhotoMaestro

This dataset comprises paired optical coherence tomography (OCT) and color fundus photography (CFP) of hundreds of thousands of individuals being screened and managed by optometry practices (primary eye care) located in the USA and Australia.

It contains data from single screening visits as well as follow-up visits with associated demographic data such as age and gender, OCT analysis data and model generated labels, making it valuable for development and validation of screening and monitoring algorithms.

41

Locations

250K

Subjects

497K

Eyes

786K

Images

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Data dictionary

Subject data

ItemDescriptionUnits
Subject IDAnonymized subject identifier
GenderMale / female / n/a  
Date of BirthAnonymized date of birthMM/DD/YYYY
EyeRight (R) or Left (L)  
Capture DateAnonymized date of capture - date is in relation to default DOB MM/DD/YYYY
Capture TimeTime the data is capturedHH:MM:SS
AgeAccurate to the nearest monthyears

OCT analysis

ItemDescriptionUnits
Data no.Anonymized image file name
Scan SizeScan size area, horizontal width x vertical widthmm
Scan ResolutionScan resolution, formatted as [horizontal pixels] x [B-scan count]pixels x B-scans
FixationFixation position: Disc / Macula / Center / External / Wide
TopQ Image QualityA measure which corresponds roughly to the retinal and inner chorodial image qualityunitless 
OCT Focus ModeFocus mode. "Vitreous", "Choroidal", "Cornea", or "Deep pos"
Model NameName of capture device
Disc Center Position X X coordinate of the disc center positionproportion of image width
Disc Center Position Y Y coordinate of the user specified disc center position proportion of image width
Fovea Position XX coordinate of the fovea center positionproportion of image width
Fovea Position YY coordinate of the fovea center position proportion of image width
ContentsName of layer. RNFL / GCL+ / GCL++ / Retina / Choroid
TSNI CircleAverage thickness within a 3.4mm diameter circle around the disc. Analysis provided at a granularity of 4, 6, 12, and 36 sectors, and total, for RNFL, GCL+, GCL++, and retinal layers. µm 
Disc TopographyOCT-generated disc area, cup area, rim area, cup volume, rim volume, C/D area ratio, linear C/D ratio, vertical C/D ratio, vertical disc diameter, horizontal disc diameter mm³, ratio, mm
ETDRS Grid Average thickness across a 6.0mm diameter circle centered on the macula. The area is divided into the 9-zone ETDRS areas: center, inner sectors, and outer sectors µm 
6 Sector GridAverage thickness across a 6.0mm diameter circle centered on the macula, minus the central 1mm circle. The area is divided into 6 equal sectors. µm 
Superpixel Grid 200Average thickness across a 6.0 x 6.0mm area centered on the macula. The area is divided into a 30 x 30 grid, where each sector represents a 200 x 200 µm areaµm 
Superpixel Grid 600Average thickness across a 6.0 x 6.0mm area centered on the macula. The area is divided into a 10 x 10 grid, where each sector represents a 600 x 600 µm area µm 
Superpixel Wide 200Average thickness across a 12.0 x 9.0 mm area (whole wide scan). The area is divided into a 60 x 45 grid, where each sector represents a 200 x 200 µm area µm 
Superpixel Wide 1000Average thickness across a 12.0 x 9.0 mm area (whole wide scan). The area is divided into a 12 x 9 grid, where each sector represents a 1.0 x 1.0 mm area µm 
Disc Superpixel Grid 200 Average thickness across a 5.2 x 5.2mm area centered on the disc, where each sector represents a 200 x 200 µm area µm 
Circular ProfileThickness at points on a circle 3.4mm diameter centered using the Disc Center position, starting from temporal, to superior, to nasal, to inferiorµm 
Multi-factorial OCT Score (Fukai et al. 2022)SD-OCT-based glaucoma risk score (0–100), developed at Fukai et al, 2022Unitless

Color fundus photography analysis

AutoMorph (Zhou et al. 2022)

ItemDescriptionUnits
Image QualitySoftmax and overall prediction of quality (good, usable, bad)
Crop InformationCrop information and scale resolution
Disc FeaturesDisc height, disc width, cup height, cup width, vertical CD ratio, horizontal CD ratio µm, ratio
Vessel FeaturesFractal dimension, vessel density, average width, tortuosity (distance, square curved, density). Given for for all vessels, arteries, and veins, and whole image, Zone B, Zone C

Retina Pigmentation Score (Rajesh et al. 2025)

ItemDescriptionUnits
CIELAB vectorsL, a, b vectors in CIELAB spaceunitless
PigmentationRetinal pigmentation scoreunitless

Data dictionary

Subject data

Subject ID

Anonymized subject identifier

Gender

Male / female / n/a  

Date of Birth

Anonymized date of birth

MM/DD/YYYY

Eye

Right (R) or Left (L)  

Capture Date

Anonymized date of capture - date is in relation to default DOB

MM/DD/YYYY

Capture Time

Time the data is captured

HH:MM:SS

Age

Accurate to the nearest month

years

OCT analysis

Data no.

Anonymized image file name

Scan Size

Scan size area, horizontal width x vertical width

mm

Scan Resolution

Scan resolution, formatted as [horizontal pixels] x [B-scan count]

pixels x B-scans

Fixation

Fixation position: Disc / Macula / Center / External / Wide

TopQ Image Quality

A measure which corresponds roughly to the retinal and inner chorodial image quality

unitless 

OCT Focus Mode

Focus mode. "Vitreous", "Choroidal", "Cornea", or "Deep pos"

Model Name

Name of capture device

Disc Center Position X

X coordinate of the disc center position

proportion of image width

Disc Center Position Y

Y coordinate of the user specified disc center position

proportion of image width

Fovea Position X

X coordinate of the fovea center position

proportion of image width

Fovea Position Y

Y coordinate of the fovea center position

proportion of image width

Contents

Name of layer. RNFL / GCL+ / GCL++ / Retina / Choroid

TSNI Circle

Average thickness within a 3.4mm diameter circle around the disc. Analysis provided at a granularity of 4, 6, 12, and 36 sectors, and total, for RNFL, GCL+, GCL++, and retinal layers.

µm 

Disc Topography

OCT-generated disc area, cup area, rim area, cup volume, rim volume, C/D area ratio, linear C/D ratio, vertical C/D ratio, vertical disc diameter, horizontal disc diameter

mm³, ratio, mm

ETDRS Grid 

Average thickness across a 6.0mm diameter circle centered on the macula. The area is divided into the 9-zone ETDRS areas: center, inner sectors, and outer sectors

µm 

6 Sector Grid

Average thickness across a 6.0mm diameter circle centered on the macula, minus the central 1mm circle. The area is divided into 6 equal sectors. 

µm 

Superpixel Grid 200

Average thickness across a 6.0 x 6.0mm area centered on the macula. The area is divided into a 30 x 30 grid, where each sector represents a 200 x 200 µm area

µm 

Superpixel Grid 600

Average thickness across a 6.0 x 6.0mm area centered on the macula. The area is divided into a 10 x 10 grid, where each sector represents a 600 x 600 µm area

µm 

Superpixel Wide 200

Average thickness across a 12.0 x 9.0 mm area (whole wide scan). The area is divided into a 60 x 45 grid, where each sector represents a 200 x 200 µm area 

µm 

Superpixel Wide 1000

Average thickness across a 12.0 x 9.0 mm area (whole wide scan). The area is divided into a 12 x 9 grid, where each sector represents a 1.0 x 1.0 mm area 

µm 

Disc Superpixel Grid 200 

Average thickness across a 5.2 x 5.2mm area centered on the disc, where each sector represents a 200 x 200 µm area 

µm 

Circular Profile

Thickness at points on a circle 3.4mm diameter centered using the Disc Center position, starting from temporal, to superior, to nasal, to inferior

µm 

Multi-factorial OCT Score (Fukai et al. 2022)

SD-OCT-based glaucoma risk score (0–100), developed at Fukai et al, 2022

Unitless

Color fundus photography analysis

AutoMorph (Zhou et al. 2022)

Image Quality

Softmax and overall prediction of quality (good, usable, bad)

Crop Information

Crop information and scale resolution

Disc Features

Disc height, disc width, cup height, cup width, vertical CD ratio, horizontal CD ratio 

µm, ratio

Vessel Features

Fractal dimension, vessel density, average width, tortuosity (distance, square curved, density). Given for for all vessels, arteries, and veins, and whole image, Zone B, Zone C

Retina Pigmentation Score (Rajesh et al. 2025)

CIELAB vectors

L, a, b vectors in CIELAB space

unitless

Pigmentation

Retinal pigmentation score

unitless