Evidence map›Paper›PMID 39816144›Full record

ArticleBiomedical optics express2025

Biochemical components of corneal stroma: a study on myopia classification based on Raman spectroscopy and deep learning methods.

Zhe Yu, Yong Li, Tingyan Xing, Ming Han, Yaohua Zhang, Jinrong Gao, Jing Du, Jing Li, Qi Zeng, Xueli Chen

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. Review
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

10 authors.

Zhe YuShaanxi Eye Hospital, Xi'an People's Hospital (Xi'an Fourth Hospital, Affiliated People's Hospital of Northwest University), No 4. Jiefang Road, Xin-Cheng District, Xi'an 710004, Shaanxi, China.
Yong LiShaanxi Eye Hospital, Xi'an People's Hospital (Xi'an Fourth Hospital, Affiliated People's Hospital of Northwest University), No 4. Jiefang Road, Xin-Cheng District, Xi'an 710004, Shaanxi, China.
Tingyan XingCenter for Biomedical-photonics and Molecular Imaging, Advanced Diagnostic-Therapy Technology and Equipment Key Laboratory of Higher Education Institutions in Shaanxi Province, School of Life Science and Technology, Xidian University, Xi'an, Shaanxi 710126, China.
Ming HanCenter for Biomedical-photonics and Molecular Imaging, Advanced Diagnostic-Therapy Technology and Equipment Key Laboratory of Higher Education Institutions in Shaanxi Province, School of Life Science and Technology, Xidian University, Xi'an, Shaanxi 710126, China.
Yaohua ZhangShaanxi Eye Hospital, Xi'an People's Hospital (Xi'an Fourth Hospital, Affiliated People's Hospital of Northwest University), No 4. Jiefang Road, Xin-Cheng District, Xi'an 710004, Shaanxi, China.
Jinrong GaoShaanxi Eye Hospital, Xi'an People's Hospital (Xi'an Fourth Hospital, Affiliated People's Hospital of Northwest University), No 4. Jiefang Road, Xin-Cheng District, Xi'an 710004, Shaanxi, China.
Jing DuShaanxi Eye Hospital, Xi'an People's Hospital (Xi'an Fourth Hospital, Affiliated People's Hospital of Northwest University), No 4. Jiefang Road, Xin-Cheng District, Xi'an 710004, Shaanxi, China.
Jing LiShaanxi Eye Hospital, Xi'an People's Hospital (Xi'an Fourth Hospital, Affiliated People's Hospital of Northwest University), No 4. Jiefang Road, Xin-Cheng District, Xi'an 710004, Shaanxi, China.
Qi ZengEngineering Research Center of Molecular and Neuro Imaging, Ministry of Education & Xi'an Key Laboratory of Intelligent Sensing and Regulation of trans-Scale Life Information, School of Life Science and Technology, Xidian University, Xi'an, Shaanxi 710126, China.
Xueli ChenCenter for Biomedical-photonics and Molecular Imaging, Advanced Diagnostic-Therapy Technology and Equipment Key Laboratory of Higher Education Institutions in Shaanxi Province, School of Life Science and Technology, Xidian University, Xi'an, Shaanxi 710126, China.ORCID https://orcid.org/0000-0002-3898-9892

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The study aimed to identify differences in the biochemical composition of corneal stroma lenses across varying degrees of myopia using Raman spectrum characteristics. Corneal stroma lens samples from 38 patients who underwent small incision lens extraction (SMILE) surgery, were categorized into low (n = 9, spherical power

Identifiers

PMID39816144
PMCPMC11729285

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.