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

Increasing a microscope’s effective field of view via overlapped imaging and machine learning

Optics Express(2021)10.1364/oe.445001Source: DataRank Database

Increasing a microscope’s effective field of view via overlapped imaging and machine learning is a research paper published in Optics Express (2021). On theSindex it has a DataRank of 0. It has been cited 20 times.

N/A

0DataRank · unranked

Scored on demand from live citation data

Open Access20 citations

Download PDF

Cite:

Linked data & code

Increasing a microscope's effective field of view via overlapped imaging and machine learning · arXiv

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 3.19)OA: goldTopics (62)Linked Datasets (1)DataCite Reuse (1)IDs (PubMed, PMC, OpenAlex)SDGs (2)

FAIR Checklist

Context only (not used in score)

Findable (2/2)

Has DOI
Indexed in repositories

Accessible (1/2)

Open Access

Interoperable (2/2)

DataCite relations
Linked datasets

Reusable (0/3)

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.

Authors (12)

Vinayak Pathak,Haoran Xi ORCID,Amey Chaware ORCID,Colin Cooke ORCID,Kanghyun Kim ORCID

Live enrichment

PubMed:35209329 PMC:PMC8970696 OpenAlex:https://openalex.org/W3205686208

National Institutes of Health

Grant: 1RF1NS113287-01

Opto-Crown: Transparent skulls with embedded optics for cortex-wide cellular resolution imaging in freely moving mice

NINDS NIH HHS

Grant: RF1 NS113287

Duke University

FWCI

3.19

Citation Percentile

0.9%

Citation Trend

2022

2023

2024

2025

2026

goldLicense: https://doi.org/10.1364/OA_License_v2#VOR-OA

journalhttps://doi.org/10.1364/oe.445001

publisherhttps://doi.org/10.1364/oe.445001

publisherhttps://opg.optica.org/viewmedia.cfm?URI=oe-30-2-1745&seq=0

repositoryhttps://pubmed.ncbi.nlm.nih.gov/35209329

repositoryhttp://arxiv.org/abs/2110.04921

Fields of Study

Cell Image Analysis TechniquesImage Processing Techniques and ApplicationsDigital Imaging for Blood Diseases02 engineering and technology0202 electrical engineering, electronic engineering, information engineeringErythrocytesHemeproteinsHumansImage Processing, Computer-AssistedLeukocyte CountLeukocytesMachine LearningNeural Networks, ComputerParasite LoadPlasmodium falciparum

MeSH Terms

Machine LearningErythrocytesHemeproteinsHumansImage Processing, Computer-AssistedLeukocyte CountLeukocytesPlasmodium falciparumNeural Networks, ComputerParasite Load

Keywords

Computer scienceMicroscopeArtificial intelligenceConvolutional neural networkImage processingThroughputComputer visionLens (geology)SoftwarePattern recognition (psychology)MicroscopyFeature extractionOpticsImage (mathematics)PhysicsHemeproteinsFOS: Computer and information sciencesErythrocytesComputer Vision and Pattern Recognition (cs.CV)Plasmodium falciparumImage and Video Processing (eess.IV)Computer Science - Computer Vision and Pattern RecognitionFOS: Physical sciencesElectrical Engineering and Systems Science - Image and Video ProcessingParasite LoadMachine LearningLeukocyte CountFOS: Biological sciencesCell Behavior (q-bio.CB)Image Processing, Computer-AssistedLeukocytesFOS: Electrical engineering, electronic engineering, information engineeringQuantitative Biology - Cell BehaviorHumansNeural Networks, ComputerPhysics - OpticsOptics (physics.optics)

Sustainable Development Goals

SDG 3: 3. Good healthSDG 0: Good health and well-being

Increasing a microscope's effective field of view via overlapped imaging and machine learning

10.48550/arxiv.2110.04921arXiv