Pilot corpus: NIH-funded biomedical datasets. Any DOI can be scored on demand — network effects sharpen as coverage grows.

Automated Detection of Posterior Vitreous Detachment on OCT Using Computer Vision and Deep Learning Algorithms

Ophthalmology Science(2022)10.1016/j.xops.2022.100254Source: DataRank Database

Automated Detection of Posterior Vitreous Detachment on OCT Using Computer Vision and Deep Learning Algorithms is a dataset published in Ophthalmology Science (2022). On theSindex it has a DataRank of 0.675, placing it in the top 29.6% of the data-sharing corpus. It has been cited 14 times, with 14 citing works in its 1-hop citation network.

Top 30%percentile

0.675DataRank

Ranks in the top 30% for downstream scientific impact

Data paper Open Access14 citations · 14 citing works in its network

Download PDF

Cite:

DataRank reads this dataset's downstream impact straight off the citation graph — no black box, no proprietary weighting. How is this computed?

›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (3 grants)Impact (FWCI 1.69)OA: goldTopics (40)IDs (PubMed, OpenAlex)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (1/3)

Dataset classification

FAIR checklist signals are shown for context only and do not affect DataRank scoring.

Run a calibrated FAIR evaluation for this paper →

We only score data papers we can read in full — never from an abstract alone.

DataRank Breakdown

Base Score 60%Citation Network 40%

Base Score Contribution

0.406

From this paper's citation signal

Citation Network Contribution

0.269

From 8 citing papers with measurable signal

Learn more about DataRank methodology →

Top 5 citers driving the network score

Ranked by each citer's contribution to N(p) — log1p(C_q) divided by its reference count — out of 14 citers.

Preoperative Widefield Swept-Source Optical Coherence Tomography Versus Intraoperative Findings in Detecting Posterior Vitreous Detachment
Translational Vision Science & Technology20244 citations23 referencesContributes 0.070
A comprehensive review on early detection of drusen patterns in age-related macular degeneration using deep learning models
Photodiagnosis and Photodynamic Therapy202414 citations52 referencesContributes 0.052
Multi-Dataset Comparison of Vision Transformers and Convolutional Neural Networks for Detecting Glaucomatous Optic Neuropathy from Fundus Photographs
Bioengineering202315 citations61 referencesContributes 0.045
Vision transformers: The next frontier for deep learning-based ophthalmic image analysis
Saudi Journal of Ophthalmology202318 citations69 referencesContributes 0.043
RobOCTNet: Robotics and Deep Learning for Referable Posterior Segment Pathology Detection in an Emergency Department Population
Translational Vision Science & Technology20247 citations65 referencesContributes 0.032

Authors (11)

Moira Feng,Zixi Wang ORCID,Sally L. Baxter ORCID,Lingling Huang ORCID,Justin Arnett

Live enrichment

PubMed:36691594 OpenAlex:https://openalex.org/W4308790612

National Institutes of Health

Grant: 1P30EY022589-01

Computational Ophthalmology

National Institutes of Health

Grant: 5DP5OD029610-03

Multi-modal Health Information Technology Innovations for Precision Management of Glaucoma

National Institutes of Health

Grant: 5K08EY028999-02

Role of PDLIM1 in Retinal Vascular Leakage and Proliferation

FWCI

1.69

Citation Percentile

0.8%

Citation Trend

2023

2024

2025

2026

goldLicense: cc-by-nc-nd

journalhttp://www.ophthalmologyscience.org/article/S2666914522001439/pdf

publisherhttp://www.ophthalmologyscience.org/article/S2666914522001439/pdf

publisherhttps://api.elsevier.com/content/article/PII:S2666914522001439?httpAccept=text/xml

publisherhttps://api.elsevier.com/content/article/PII:S2666914522001439?httpAccept=text/plain

journalhttps://doi.org/10.1016/j.xops.2022.100254

Fields of Study

Retinal and Macular SurgeryRetinal Imaging and AnalysisRetinopathy of Prematurity Studies03 medical and health sciences0302 clinical medicine

Keywords

Artificial intelligenceComputer scienceComputer visionAlgorithmOphthalmologyMedicineinternal limiting membranePosterior vitreous detachmentvision transformersILMarea under the receiver operator characteristic curveconvolutional neural networkBioengineeringAutomated detectionDeep LearningClinical ResearchDLViTEye Disease and Disorders of VisionAUROCNeurosciencesArtificial Intelligence and Big DataRE1-994PVDOCTAIBiomedical ImagingCNNAI, artificial intelligenceAUROC, area under the receiver operator characteristic curveCNN, convolutional neural networkDL, deep learningILM, internal limiting membranePVD, posterior vitreous detachmentViT, vision transformers

Related Papers (1)

Hyperreflective Foci in Age-Related Macular Degeneration are Associated with Disease Severity and Functional Impairment

N/A

0.999DataRank · unranked

Ophthalmology Retina(2022)

co-cited

10.1016/j.oret.2022.11.006