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Real-Time Forecasting of the COVID-19 Outbreak in Chinese Provinces: Machine Learning Approach Using Novel Digital Data and Estimates From Mechanistic Models

Journal of Medical Internet Research(2020)10.2196/20285Source: DataRank Database

Real-Time Forecasting of the COVID-19 Outbreak in Chinese Provinces: Machine Learning Approach Using Novel Digital Data and Estimates From Mechanistic Models is a research paper published in Journal of Medical Internet Research (2020). On theSindex it has a DataRank of 0. It has been cited 79 times.

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0DataRank · unranked

Scored on demand from live citation data

Open Access79 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 1.68)OA: goldTopics (84)IDs (PubMed, PMC, OpenAlex)Annotations (1)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 (8)

Leonardo Clemente,Canelle Poirier ORCID,Xiyu Ding ORCID,Matteo Chinazzi ORCID,Jessica T. Davis ORCID

Live enrichment

PubMed:32730217 PMC:PMC7459435 OpenAlex:https://openalex.org/W3157166661

NIGMS NIH HHS

Grant: R01 GM130668

National Institutes of Health

Grant: 5R01GM130668-05

Development of an Open-Source and Data-Driven Modeling Platform to Monitor and Forecast Disease Activity

FWCI

1.68

Citation Percentile

0.9%

Citation Trend

2020

2021

2022

2023

2024

2025

2026

goldLicense: cc-by

journalhttps://www.jmir.org/2020/8/e20285/PDF

publisherhttps://www.jmir.org/2020/8/e20285/PDF

publisherhttps://www.jmir.org/2020/8/e20285

journalhttps://doi.org/10.2196/20285

repositoryhttps://pubmed.ncbi.nlm.nih.gov/32730217

Fields of Study

COVID-19 epidemiological studiesData-Driven Disease SurveillanceHuman Mobility and Location-Based Analysis03 medical and health sciences0302 clinical medicineCOVID-19ChinaCoronavirus InfectionsData AnalysisDisease OutbreaksForecastingHumansInternetMachine LearningMass MediaModels, BiologicalModels, StatisticalPandemicsPneumonia, ViralPublic Health

MeSH Terms

Machine LearningData AnalysisCOVID-19ChinaDisease OutbreaksForecastingHumansMass MediaModels, BiologicalPneumonia, ViralPublic HealthModels, StatisticalCoronavirus InfectionsInternetPandemics

Keywords

OutbreakCoronavirus disease 2019 (COVID-19)PandemicComputer scienceCluster analysisMachine learningData scienceGeospatial analysisPublic healthEmerging infectious diseaseArtificial intelligenceData miningGeographyEconometricsDiseaseMedicineCartographyInfectious disease (medical specialty)EconomicsSimulationModelingForecastingCoronavirusMechanistic modelHybrid ModelDigital EpidemiologyDigital DataHybrid SimulationPrecision Public HealthCovid-19Emerging OutbreakMachine Learning In Public HealthModeling Disease OutbreaksData AnalysisOriginal PaperChinaInternetModels, StatisticalComputer applications to medicine. Medical informaticsPneumonia, ViralR858-859.7Models, BiologicalDisease OutbreaksHumansMass MediaPublic aspects of medicineRA1-1270Coronavirus InfectionsPandemics

Sustainable Development Goals

SDG 3: 3. Good health