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Automated assessment of cardiac dynamics in aging and dilated cardiomyopathy Drosophila models using machine learning

Communications Biology(2024)10.1038/s42003-024-06371-7Source: DataRank Database

Automated assessment of cardiac dynamics in aging and dilated cardiomyopathy Drosophila models using machine learning is a research paper published in Communications Biology (2024). On theSindex it has a DataRank of 0. It has been cited 5 times.

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0DataRank · unranked

Scored on demand from live citation data

Open Access5 citations

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (2 grants)Impact (FWCI 0.84)OA: goldTopics (50)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)

Aniket Pant,Yiming Guo ORCID,Girish C. Melkani ORCID,Yash Melkani

Live enrichment

PubMed:38849449 PMC:PMC11161577 OpenAlex:https://openalex.org/W4399425273

NIA NIH HHS

Grant: R01 AG065992

National Institutes of Health

Grant: 5R01AG065992-05

Molecular basis of circadian rhythms disruptions linked cardiometabolic disorders and their mitigation using dietary intervention

FWCI

0.84

Citation Percentile

0.7%

Citation Trend

2024

2025

2026

goldLicense: cc-by

journalhttps://www.nature.com/articles/s42003-024-06371-7.pdf

publisherhttps://www.nature.com/articles/s42003-024-06371-7.pdf

publisherhttps://www.nature.com/articles/s42003-024-06371-7

journalhttps://doi.org/10.1038/s42003-024-06371-7

repositoryhttps://pubmed.ncbi.nlm.nih.gov/38849449

Fields of Study

Genetics, Aging, and Longevity in Model OrganismsInsect behavior and control techniquesNeurobiology and Insect Physiology Research0301 basic medicine0303 health sciences03 medical and health sciencesAnimalsCardiomyopathy, DilatedAgingDisease Models, AnimalMachine LearningDrosophila melanogasterDeep LearningHeartHumansDrosophila

MeSH Terms

Machine LearningDeep LearningAgingAnimalsCardiomyopathy, DilatedDisease Models, AnimalDrosophilaDrosophila melanogasterHeartHumans

Keywords

Deep learningDrosophila (subgenus)Dilated cardiomyopathyCardiomyopathyArtificial intelligenceComputer scienceCardiologyMachine learningNeuroscienceMedicineComputational biologyBiologyHeart failureCardiomyopathy, DilatedAgingQH301-705.5HeartArticleDisease Models, AnimalDrosophila melanogasterAnimalsHumansDrosophilaBiology (General)

Sustainable Development Goals

SDG 3: 3. Good health