Evidence map›Paper›PMID 41533845›Full record

ArticleTranslational vision science & technology2026

Characterization of a LED-Based Non-Mydriatic Hyperspectral Retinal Camera.

Francis Labrecque, Maxime Jannaud, Darvy Dang, Lauren Hodgson, Peter van Wijngaarden, Xavier Hadoux

Abstract read
In one paragraph

Article in Translational vision science & technology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Francis LabrecqueCentre for Eye Research Australia, Melbourne, Australia.
Maxime JannaudCentre for Eye Research Australia, Melbourne, Australia.
Darvy DangCentre for Eye Research Australia, Melbourne, Australia.
Lauren HodgsonCentre for Eye Research Australia, Melbourne, Australia.
Peter van WijngaardenCentre for Eye Research Australia, Melbourne, Australia.
Xavier HadouxCentre for Eye Research Australia, Melbourne, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: To present a non-mydriatic hyperspectral retinal camera based on spectral scanning, developed to achieve a practical balance among imaging performance, acquisition speed, and system simplicity for advanced retinal diagnostics. Methods: The system integrates LED-based broadband illumination, linear variable filters, custom optics, a monochrome sensor, and a motorized three-dimensional stage to capture high-resolution hyperspectral data across 29 wavebands from 450 to 850 nm. Optical performance was evaluated using standard metrics including spectral resolution, irradiance, uniformity, resolving power, field of view, and chromatic focal compensation. Imaging was performed on model eyes and human subjects to assess spectral signature capture and repeatability. Results: The system achieved a 40° field of view and a spectral resolution ranging from 20 to 80 nm. Chromatic focal correction and illumination uniformity were maintained across the spectral range. In vivo imaging demonstrated the ability to capture distinct spectral signatures of anatomical structures and ocular pathologies. Test-retest assessments showed high repeatability, with spectral variation below 5%. The device operated under non-mydriatic conditions with acquisition times of approximately 300 ms. Conclusions: The prototype demonstrates reliable and repeatable hyperspectral imaging of the retina in a compact and semi-automated form factor. The system offers a foundation for further optimization, including improved spectral precision, artifact reduction, and increased field of view. Translational Relevance: This technology enables non-invasive, high-content retinal imaging suitable for integration into clinical workflows.

Indexed as

Hyperspectral ImagingLightingRetinaEquipment DesignHumansReproducibility of Results

Identifiers

PMID41533845
PMCPMC12782204

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.