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MERGE: A model for multi-input biomedical federated learning

Patterns(2023)10.1016/j.patter.2023.100856Source: DataRank Database

MERGE: A model for multi-input biomedical federated learning is a research paper published in Patterns (2023). On theSindex it has a DataRank of 0. It has been cited 17 times.

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0DataRank · unranked

Scored on demand from live citation data

Open Access17 citations

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (11 grants)Impact (FWCI 2.22)OA: goldTopics (24)IDs (PubMed, PMC, OpenAlex)SDGs (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 (4)

Walter Riviera ORCID,Marco Aldinucci ORCID,Gloria Menegaz ORCID,Bruno Casella ORCID

Live enrichment

PubMed:38035188 PMC:PMC10682752 OpenAlex:https://openalex.org/W4387408303

National Institutes of Health

Grant: U01 AG024904

European Commission

Grant: 826647

SGA1 (Specific Grant Agreement 1) OF THE EUROPEAN PROCESSOR INITIATIVE (EPI)

U.S. Department of Defense

Grant: W81XWH-12-2-0012

Fondazione Cassa di Risparmio di Verona Vicenza Belluno e Ancona

Grant: 2018.0855.2019

National Institutes of Health

Grant: 1U01AG024904-01

Alzheimers Disease Neuroimaging Initiative

Canadian Institutes of Health Research

Grant: unidentified

unidentified

National Institute on Aging

Ministero dell’Istruzione, dell’Università e della Ricerca

National Institute of Biomedical Imaging and Bioengineering

Alzheimer's Disease Neuroimaging Initiative

International Council of Shopping Centers

FWCI

2.22

Citation Percentile

0.9%

Citation Trend

2023

2024

2025

2026

goldLicense: cc-by

journalhttp://www.cell.com/article/S2666389923002404/pdf

publisherhttp://www.cell.com/article/S2666389923002404/pdf

publisherhttps://api.elsevier.com/content/article/PII:S2666389923002404?httpAccept=text/xml

publisherhttps://api.elsevier.com/content/article/PII:S2666389923002404?httpAccept=text/plain

journalhttps://doi.org/10.1016/j.patter.2023.100856

Fields of Study

Privacy-Preserving Technologies in DataCOVID-19 diagnosis using AIAI in cancer detection0202 electrical engineering, electronic engineering, information engineering02 engineering and technology

Keywords

Computer scienceGeneralizability theoryMerge (version control)Deep learningArtificial intelligenceFederated learningPipeline (software)Machine learningData scienceInformation retrievalBiomedical ImagingMulti-Input ClassificationFederated ClassificationMixed-Data Deep LearningQA76.75-76.765DSML 2: Proof-of-Concept: Data science output has been formulated, implemented, and tested for one domain/problemmulti-input classification, federated learning, mixed-data deep learning, federated classification, biomedical imagingComputer softwareArticle

Sustainable Development Goals

SDG 0: Partnerships for the goals