Evidence map›Paper›PMID 40677385›Full record

ArticleBiomedical optics express2025

Development of a multispectral imaging apparatus for cost-effective fundus disease detection.

Yingchao Shi, Luming Zhang, Xin Shu, Keke Zhang, Yuchao Yan, Weizheng Yuan, Yiting Yu, Yan Gong

Abstract read
In one paragraph

Article in Biomedical optics express, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

8 authors.

Yingchao ShiNingbo Institute of Northwestern Polytechnical University, School of Mechanical Engineering, Northwestern Polytechnical University, Xi'an, Shaanxi 710072, China.
Luming ZhangNingbo Institute of Northwestern Polytechnical University, School of Mechanical Engineering, Northwestern Polytechnical University, Xi'an, Shaanxi 710072, China.
Xin ShuNingbo Institute of Northwestern Polytechnical University, School of Mechanical Engineering, Northwestern Polytechnical University, Xi'an, Shaanxi 710072, China.
Keke ZhangMedical Department of Ningbo University, Ningbo, Zhejiang 315211, China.
Yuchao YanNingbo Institute of Northwestern Polytechnical University, School of Mechanical Engineering, Northwestern Polytechnical University, Xi'an, Shaanxi 710072, China.
Weizheng YuanNingbo Institute of Northwestern Polytechnical University, School of Mechanical Engineering, Northwestern Polytechnical University, Xi'an, Shaanxi 710072, China.
Yiting YuNingbo Institute of Northwestern Polytechnical University, School of Mechanical Engineering, Northwestern Polytechnical University, Xi'an, Shaanxi 710072, China.ORCID https://orcid.org/0000-0001-9405-1869
Yan GongNingbo Eye Hospital, Ningbo, Zhejiang 315211, China.ORCID https://orcid.org/0009-0003-3503-2934

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Fundus spectral imaging (FSI) integrates fundus photography with spectral techniques, providing both spatial and spectral information for retinal imaging. Whereas existing FSI systems have demonstrated advantages in structural and functional imaging, their widespread adoption is hindered by high costs and complex optical designs. To address these challenges, we propose a low-cost multispectral fundus camera with a simplified optical design, built from off-the-shelf optics, 3D-printed parts, and equipped with fiber-bundle-coupled multi-wavelength LED illumination source (470-740 nm). Additionally, the proposed multispectral imaging apparatus incorporates a coaxial non-separated polarization-based reflection suppression technique, using orthogonal polarizers to suppress corneal reflections without pupil-plane separation. To the best of our knowledge, this is the first application of such an architecture in the context of FSI. Experimental results demonstrate that the developed system achieves high-quality FSI under low-cost conditions, validating its feasibility as a practical solution. Clinical validation validates its diagnostic capability for diabetic retinopathy, choroidal pigmented nevus, and, notably, the first reported spectral imaging of peripapillary atrophy. The system achieves performance comparable to conventional color fundus photography while enabling superior diagnosis of deep fundus conditions such as choroidal lesions, offering a cost-effective and practical FSI solution for broader deployment in resource-limited settings.

Identifiers

PMID40677385
PMCPMC12265482

What Socratic holds

Textmetadata
Read underepoch 390

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.