Evidence map›Paper›PMID 37491567›Full record

ArticleScientific reports2023

Coded aperture snapshot spectral imaging fundus camera.

Ruixuan Zhao, Chengshuai Yang, R Theodore Smith, Liang Gao

Abstract read
In one paragraph

Article in Scientific reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Article
  2. Article
  3. Snapshot hyperspectral fundus imaging system using a microlens array.medRxiv : the preprint server for health sciences · 2025
    Article
  4. Article
  5. Article
  6. Review
  7. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors.

Ruixuan ZhaoDepartment of Bioengineering, University of California Los Angeles, Los Angeles, CA, 90095, USA.
Chengshuai YangDepartment of Bioengineering, University of California Los Angeles, Los Angeles, CA, 90095, USA.
R Theodore SmithDepartment of Ophthalmology, New York University School of Medicine, New York, NY, USA.
Liang GaoDepartment of Bioengineering, University of California Los Angeles, Los Angeles, CA, 90095, USA. gaol@ucla.edu.

Funding

A Snapshot Adaptive Optics and Hyperspectral Autofluorescence Fundus Camera for Age-Related Macular Degeneration (AMD)R01EY029397 · NEI · UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN · PI BOPPART, STEPHEN A, GAO, LIANG · 2019 to 2023
$1.9M
NEI NIH HHS R01 EY029397NIH HHS R01EY029397
6 · The paper itself

Abstract

Spectral imaging holds great promise for the non-invasive diagnosis of retinal diseases. However, to acquire a spectral datacube, conventional spectral cameras require extensive scanning, leading to a prolonged acquisition. Therefore, they are inapplicable to retinal imaging because of the rapid eye movement. To address this problem, we built a coded aperture snapshot spectral imaging fundus camera, which captures a large-sized spectral datacube in a single exposure. Moreover, to reconstruct a high-resolution image, we developed a robust deep unfolding algorithm using a state-of-the-art spectral transformer in the denoising network. We demonstrated the performance of the system through various experiments, including imaging standard targets, utilizing an eye phantom, and conducting in vivo imaging of the human retina.

Indexed as

RetinaRetinal DiseasesAlgorithmsDiagnostic ImagingFluorescein AngiographyHumans

Identifiers

PMID37491567
PMCPMC10368658

What OpenQuestion holds

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Registered trials

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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 OpenQuestion graph.