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Toward universal immunofluorescence normalization for multiplex tissue imaging with UniFORM

Cell Reports Methods(2025)10.1016/j.crmeth.2025.101172Source: DataRank Database

Toward universal immunofluorescence normalization for multiplex tissue imaging with UniFORM is a research paper published in Cell Reports Methods (2025). On theSindex it has a DataRank of 0. It has been cited 3 times.

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Open Access3 citations

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Enrichment:Funding (13 grants)Impact (FWCI 1.53)OA: goldTopics (27)IDs (PubMed, PMC, OpenAlex)Annotations (1)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (0/3)

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Authors (11)

Kaoutar Ait-Ahmad ORCID,Sam Kupp,Zachary Sims ORCID,Eric Cramer ORCID,Zeynep Sayar ORCID

Live enrichment

PubMed:40925367 PMC:PMC12539234 OpenAlex:https://openalex.org/W4414056156

Intel Corporation

Grant: 4918

Intel Corporation

Grant: P30 CA069533 13S5

Intel Corporation

Grant: P30 CA069533

Oregon Health and Science University

Grant: U2CCA233280

Oregon Health & Science University Cancer Early Detection Advanced Research Center

Grant: CEDAR3410918

National Institutes of Health National Cancer Institute

Grant: R01CA276224

National Institutes of Health National Cancer Institute

Grant: U01 294548

National Institutes of Health National Cancer Institute

Grant: R01 CA253860

Office of the Director

Grant: S10OD034224

Knight Cancer Institute, Oregon Health and Science University

Office of Research Infrastructure Programs

Kuni Foundation

National Institutes of Health

FWCI

1.53

Citation Percentile

0.8%

Citation Trend

2026

goldLicense: cc-by-nc

journalhttps://doi.org/10.1016/j.crmeth.2025.101172

publisherhttps://doi.org/10.1016/j.crmeth.2025.101172

publisherhttps://api.elsevier.com/content/article/PII:S2667237525002085?httpAccept=text/xml

publisherhttps://api.elsevier.com/content/article/PII:S2667237525002085?httpAccept=text/plain

repositoryhttps://pubmed.ncbi.nlm.nih.gov/40925367

Fields of Study

Single-cell and spatial transcriptomicsAdvanced Biosensing Techniques and ApplicationsAdvanced Fluorescence Microscopy TechniquesHumansFluorescent Antibody TechniqueImage Processing, Computer-AssistedSoftwareAlgorithms

MeSH Terms

AlgorithmsFluorescent Antibody TechniqueHumansImage Processing, Computer-AssistedSoftware

Keywords

Normalization (sociology)MultiplexPattern recognition (psychology)PopulationPipeline (software)Projection (relational algebra)Feature (linguistics)PixelSilhouetteNormalizationBatch CorrectionMultiplex Tissue ImagingCp: ImagingCp: Computational Biology

Toward universal immunofluorescence normalization for multiplex tissue imaging with UniFORM

FAIR Checklist

Authors (11)

Funding (13 grants)

Impact

Open Access

Topics

Annotations (Europe PMC)