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Evaluating Neural Network Performance in Predicting Disease Status and Tissue Source of JC Polyomavirus from Patient Isolates Based on the Hypervariable Region of the Viral Genome

Viruses(2024)10.3390/v17010012Source: DataRank Database

Evaluating Neural Network Performance in Predicting Disease Status and Tissue Source of JC Polyomavirus from Patient Isolates Based on the Hypervariable Region of the Viral Genome is a research paper published in Viruses (2024). On theSindex it has a DataRank of 0.

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Enrichment:Funding (2 grants)Impact (FWCI 0.00)OA: goldTopics (53)IDs (PubMed, PMC, OpenAlex)SDGs (1)

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Context only (not used in score)

Findable (1/2)

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Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (0/3)

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Authors (4)

Saeed Amal ORCID,Melissa S. Maginnis ORCID,Michael Wilczek ORCID,Aiden M. C. Pike

Live enrichment

PubMed:39861801 PMC:PMC11769028 OpenAlex:https://openalex.org/W4405781393

Maine Space Grant Consortium (MSGC)

Grant: 1P20GM144265-01A1

Regulation of Cellular Behavior in Response to Extracellular Cues

NIGMS NIH HHS

Grant: P20 GM144265

FWCI

0.00

Citation Percentile

0.3%

goldLicense: cc-by

journalhttps://www.mdpi.com/1999-4915/17/1/12/pdf?version=1735121584

publisherhttps://www.mdpi.com/1999-4915/17/1/12/pdf?version=1735121584

publisherhttps://www.mdpi.com/1999-4915/17/1/12/pdf

journalhttps://doi.org/10.3390/v17010012

repositoryhttps://pubmed.ncbi.nlm.nih.gov/39861801

Fields of Study

Polyomavirus and related diseasesEnergy Harvesting in Wireless NetworksPlant Virus Research Studies0301 basic medicine0303 health sciences03 medical and health sciences

MeSH Terms

Machine LearningDNA, ViralHumansJC VirusLeukoencephalopathy, Progressive MultifocalMutationNeural Networks, ComputerGenome, ViralPolyomavirus Infections

Keywords

Progressive multifocal leukoencephalopathyHypervariable regionJC virusBiologyGenBankVirologyDemyelinating diseaseGenomePopulationCoding regionAsymptomatic carrierDiseaseComputational biologyGeneticsVirusGeneMedicineMultiple sclerosisImmunologyPathologyClassificationNeural networkSingular value decompositionk-merMachine LearningMultilayer PerceptronJc PolyomavirusNon-coding Control RegionPolyomavirus Infections<i>k</i>-merLeukoencephalopathy, Progressive MultifocalGenome, ViralMicrobiologyQR1-502ArticleMutationHumansNeural Networks, Computer

Sustainable Development Goals

SDG 0: Good health and well-being