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Automated Machine Learning and Explainable AI (AutoML-XAI) for Metabolomics: Improving Cancer Diagnostics

Journal of the American Society for Mass Spectrometry(2024)10.1021/jasms.3c00403Source: DataRank Database

Automated Machine Learning and Explainable AI (AutoML-XAI) for Metabolomics: Improving Cancer Diagnostics is a research paper published in Journal of the American Society for Mass Spectrometry (2024). On theSindex it has a DataRank of 0. It has been cited 38 times.

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0DataRank · unranked

Scored on demand from live citation data

Open Access38 citations

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (3 grants)Impact (FWCI 6.57)OA: hybridTopics (41)IDs (PubMed, 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 (2)

Facundo M. Fernández ORCID,Olatomiwa O. Bifarin ORCID

Live enrichment

PubMed:38690775 OpenAlex:https://openalex.org/W4396554600

National Cancer Institute

Grant: 1R01CA218664-01

NCI NIH HHS

Grant: R01 CA218664

National Institutes of Health

Grant: 1R01CA218664-01A1

Deep Ovarian Cancer Metabolomics

FWCI

6.57

Citation Percentile

1.0%

Citation Trend

2024

2025

2026

hybridLicense: cc-by

journalhttps://pubs.acs.org/doi/pdf/10.1021/jasms.3c00403

publisherhttps://pubs.acs.org/doi/pdf/10.1021/jasms.3c00403

journalhttps://doi.org/10.1021/jasms.3c00403

repositoryhttps://pubmed.ncbi.nlm.nih.gov/38690775

repositoryhttps://www.ncbi.nlm.nih.gov/pmc/articles/11157651

Fields of Study

Metabolomics and Mass Spectrometry StudiesExplainable Artificial Intelligence (XAI)Machine Learning in HealthcareHumansMetabolomicsFemaleMachine LearningOvarian NeoplasmsKidney NeoplasmsAlgorithmsCarcinoma, Renal CellBiomarkers, Tumor

MeSH Terms

Machine LearningAlgorithmsCarcinoma, Renal CellFemaleHumansKidney NeoplasmsOvarian NeoplasmsBiomarkers, TumorMetabolomics

Keywords

MetabolomicsInterpretabilityArtificial intelligenceMachine learningComputer scienceData miningBioinformaticsBiologyCancer BiologyAutomated Machine LearningExplainable AiShapley Additive ExplanationsOvarian NeoplasmsBiomarkers, TumorHumansFemaleCarcinoma, Renal CellArticleKidney NeoplasmsAlgorithms

Sustainable Development Goals

SDG 0: Good health and well-being