Pilot corpus: NIH-funded biomedical datasets. Any DOI can be scored on demand — network effects sharpen as coverage grows.

Deep Learning-driven research for drug discovery: Tackling Malaria

PLoS Computational Biology(2020)10.1371/journal.pcbi.1007025Source: DataRank Database

Deep Learning-driven research for drug discovery: Tackling Malaria is a research paper published in PLoS Computational Biology (2020). On theSindex it has a DataRank of 0. It has been cited 63 times.

N/A

0DataRank · unranked

Scored on demand from live citation data

Open Access63 citations

Download PDF

Cite:

Linked data & code

doi

DataRank reads this dataset's downstream impact straight off the citation graph — no black box, no proprietary weighting. How is this computed?

›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (7 grants)Impact (FWCI 5.07)OA: goldTopics (70)IDs (PubMed, PMC, OpenAlex)Annotations (1)SDGs (2)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (0/3)

FAIR checklist signals are shown for context only and do not affect DataRank scoring.

Run a calibrated FAIR evaluation for this paper →

We only score data papers we can read in full — never from an abstract alone.

Authors (8)

Rodolpho C. Braga ORCID,Vinícius M. Alves ORCID,Marília N. N. Lima ORCID,Gustavo Capatti Cassiano ORCID,Eugene Muratov ORCID

Live enrichment

PubMed:32069285 PMC:PMC7048302 OpenAlex:https://openalex.org/W3008194656

Conselho Nacional de Desenvolvimento Científico e Tecnológico

Grant: 400760/2014-2

Fundação de Amparo à Pesquisa do Estado de São Paulo

Grant: 2012/16525-2; 2017/02353-9

Fundação de Amparo à Pesquisa do Estado de São Paulo

Grant: 2015/20774-6

National Institutes of Health

Grant: 1U01CA207160

NCI NIH HHS

Grant: U01 CA207160

National Institutes of Health

Grant: 5U01CA207160-03

Drug Repurposing for Cancer Therapy: From Man to Molecules to Man

Fondation L’Oréal

FWCI

5.07

Citation Percentile

1.0%

Citation Trend

2020

2021

2022

2023

2024

2025

2026

goldLicense: cc-by

journalhttps://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1007025&type=printable

publisherhttps://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1007025&type=printable

publisherhttps://dx.plos.org/10.1371/journal.pcbi.1007025

journalhttps://doi.org/10.1371/journal.pcbi.1007025

repositoryhttps://pubmed.ncbi.nlm.nih.gov/32069285

Fields of Study

Computational Drug Discovery MethodsMalaria Research and Controlvaccines and immunoinformatics approaches0301 basic medicine0303 health sciences03 medical and health sciencesAntimalarialsDeep LearningDrug DiscoveryHumansMalariaQuantitative Structure-Activity RelationshipReproducibility of ResultsStructure-Activity Relationship

MeSH Terms

Deep LearningAntimalarialsHumansMalariaStructure-Activity RelationshipReproducibility of ResultsQuantitative Structure-Activity RelationshipDrug Discovery

Keywords

MalariaDrug discoveryPlasmodium falciparumDrugQuantitative structure–activity relationshipVirtual screeningComputational biologyInfectious disease (medical specialty)Antimalarial AgentDrug resistanceCytotoxicityDeep learningComputer scienceBiologyData scienceArtificial intelligencePharmacologyDiseaseMachine learningBioinformaticsMedicineIn vitroImmunologyGeneticsFOS: Computer and information sciencesQuantitative Structure-Activity RelationshipPrediction of Peptide-MHC Binding AffinityPathologyBiology (General)Life SciencesMolecular DockingComputational Theory and MathematicsPhysical SciencesResearch ArticleComputational Methods in Drug DiscoveryDrug Target IdentificationQH301-705.5Antimalarial DrugsAntimalarialsStructure-Activity RelationshipBiochemistry, Genetics and Molecular BiologyHealth SciencesHumansMolecular BiologyFOS: Clinical medicinePublic Health, Environmental and Occupational HealthReproducibility of ResultsFOS: Biological sciences

Sustainable Development Goals

SDG 3: 3. Good healthSDG 0: Good health and well-being

Deep Learning-driven research for drug discovery: Tackling Malaria

FAIR Checklist

Authors (8)

Funding (7 grants)

Impact

Open Access

Topics

Annotations (Europe PMC)