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Multimodal healthy eyes

Last updated August 2023
Last updated August 2023

Tags:Clinical study dataRetinal photoNW400NW500MaestroOptical coherence tomograohyAxial lengthVisual fields

This dataset comprises a set of 356 individuals without eye disease, as labeled by clinical experts from one site. Imaging from several devices is available, including the NW400, NW500, and Maestro, and visual field data from the TEMPO device. Clinical data including visual acuity, intraocular pressure, central corneal thickness, axial length data, and ocular ICD-10 codes are also available.

4

Locations

356

Subjects

712

Eyes

2.2K

Images

REQUEST DATASETS

Data dictionary

Subject data

ItemDescriptionUnits
Subject IDAnonymized subject identifier
GenderMale / female
Date of BirthAnonymized date of birthMM/DD/YYYY
Capture dateAnonymized date of capture - date is in relation to default DOBMM/DD/YYYY
AgeAccurate to the nearest monthyears
RacePacific Islander / Mixed / Other / American Indian or Alaska Native / Asian / Black or African American / Mixed / Native Hawaiian or Other Pacific Islander / White / Other / Unknown
EthnicityHispanic / Not hispanic / Not disclosed

Clinical data

ItemDescriptionUnits
BCDVA RBest Corrected Distance Visual Acuity for the right eyeSnellen ratio
BCDVA LBest Corrected Distance Visual Acuity for the left eyeSnellen ratio
IOP RIntraocular pressure for the right eyemmHg
IOP LIntraocular pressure for the left eyemmHg
CCT RCentral corneal thickness for the right eyeµm
CCT LCentral corneal thickness for the left eyeµm
AL RAxial length for the right eyemm
AL LAxial length for the left eyemm
ICD-10Ocular ICD-10 codes at subject-level

Visual field metrics

ItemDescriptionUnits
Exam eyeRight (R) or Left (L)
Target eyeR/L Random / Right / Left
Capture timeTime the data is captured
Duration of the test 
Pattern10-2 / 24-2 / 30-2 
StrategyAIZE / AIZE-Rapid / Full Threshold
Fixed EYEBoth / Right / Left
SizeI, II, III, IV, V
GHTGlaucoma hemifield test
GSSGlaucoma staging system 
FoveaSensitivity at foveadB
Fovea P[%]P-value compared to a reference database at fovea
MSMean sensitivity dB
MDMean deviation dB
MD P[%]P-value compared to a reference database for MD
PSDPattern standard deviation dB
PSD P[%]P-value compared to a reference database for PSD
VFIVisual field index
Fixation Loss[%]Percentage of fixation losses
False Positive[%]Percentage of false positivespercentage
False Negative[%]Percentage of false negativespercentage
ThrThreshold at each test pointdB
TDTotal deviation at each test pointdB
TD PTotal deviation significance level classification (vs. reference database)
PDPattern deviation at each test pointdB
PD PPattern deviation significance level classification (vs. reference database)

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 choroidal image qualityunitless
OCT Focus ModeFocus mode. "Vitreous", "Choroidal", "Cornea", or "Deep pos"
Model NameName of capture device
Disc Center Position XX coordinate of the disc center positionproportion of image width
Disc Center Position YY coordinate of the disc center positionproportion of image width
Fovea Position X X coordinate of the fovea center positionproportion of image width
Fovea Position YY coordinate of the fovea center positionpercentage
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 diametermm³, 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 sectorsµm 
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 areaµm 
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 areaµm 
Superpixel 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 areaµm 
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 areaµm 
Circular ProfileThickness at points on circle of 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 by Fukai et al. 2022.unitless

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 ratioµm, 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 pigment scoreunitless

Data dictionary

Subject data

Subject ID

Anonymized subject identifier

Gender

Male / female

Date of Birth

Anonymized date of birth

MM/DD/YYYY

Capture date

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

MM/DD/YYYY

Age

Accurate to the nearest month

years

Race

Pacific Islander / Mixed / Other / American Indian or Alaska Native / Asian / Black or African American / Mixed / Native Hawaiian or Other Pacific Islander / White / Other / Unknown

Ethnicity

Hispanic / Not hispanic / Not disclosed

Clinical data

BCDVA R

Best Corrected Distance Visual Acuity for the right eye

Snellen ratio

BCDVA L

Best Corrected Distance Visual Acuity for the left eye

Snellen ratio

IOP R

Intraocular pressure for the right eye

mmHg

IOP L

Intraocular pressure for the left eye

mmHg

CCT R

Central corneal thickness for the right eye

µm

CCT L

Central corneal thickness for the left eye

µm

AL R

Axial length for the right eye

mm

AL L

Axial length for the left eye

mm

ICD-10

Ocular ICD-10 codes at subject-level

Visual field metrics

Exam eye

Right (R) or Left (L)

Target eye

R/L Random / Right / Left

Capture time

Time the data is captured

Duration of the test 

Pattern

10-2 / 24-2 / 30-2 

Strategy

AIZE / AIZE-Rapid / Full Threshold

Fixed EYE

Both / Right / Left

Size

I, II, III, IV, V

GHT

Glaucoma hemifield test

GSS

Glaucoma staging system 

Fovea

Sensitivity at fovea

dB

Fovea P[%]

P-value compared to a reference database at fovea

MS

Mean sensitivity 

dB

MD

Mean deviation 

dB

MD P[%]

P-value compared to a reference database for MD

PSD

Pattern standard deviation 

dB

PSD P[%]

P-value compared to a reference database for PSD

VFI

Visual field index

Fixation Loss[%]

Percentage of fixation losses

False Positive[%]

Percentage of false positives

percentage

False Negative[%]

Percentage of false negatives

percentage

Thr

Threshold at each test point

dB

TD

Total deviation at each test point

dB

TD P

Total deviation significance level classification (vs. reference database)

PD

Pattern deviation at each test point

dB

PD P

Pattern deviation significance level classification (vs. reference database)

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 choroidal 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 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

percentage

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 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 circle of 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 by 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 pigment score

unitless