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Sentiment Analysis of Insomnia-Related Tweets via a Combination of Transformers Using Dempster-Shafer Theory: Pre– and Peri–COVID-19 Pandemic Retrospective Study

Journal of Medical Internet Research(2022)10.2196/41517Source: DataRank Database

Sentiment Analysis of Insomnia-Related Tweets via a Combination of Transformers Using Dempster-Shafer Theory: Pre– and Peri–COVID-19 Pandemic Retrospective Study is a research paper published in Journal of Medical Internet Research (2022). On theSindex it has a DataRank of 0. It has been cited 10 times.

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0DataRank · unranked

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Open Access10 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 1.69)OA: goldTopics (41)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 (8)

Sara Nowakowski ORCID,Ritwick Agrawal ORCID,Amir Sharafkhaneh ORCID,Mark E. Kunik ORCID,Aanand D. Naik ORCID

Live enrichment

PubMed:36417585 PMC:PMC9822178 OpenAlex:https://openalex.org/W4310335243

NINR NIH HHS

Grant: R01 NR018342

NHLBI NIH HHS

Grant: K25 HL152006

FWCI

1.69

Citation Percentile

0.8%

Citation Trend

2023

2024

2025

2026

goldLicense: cc-by

journalhttps://www.jmir.org/2022/12/e41517/PDF

publisherhttps://www.jmir.org/2022/12/e41517/PDF

publisherhttps://www.jmir.org/2022/12/e41517

journalhttps://doi.org/10.2196/41517

repositoryhttps://pubmed.ncbi.nlm.nih.gov/36417585

Fields of Study

Mental Health via WritingSleep and related disordersDigital Mental Health InterventionsHumansCOVID-19Retrospective StudiesSentiment AnalysisSleep Initiation and Maintenance DisordersPandemicsSocial Media

MeSH Terms

COVID-19Sentiment AnalysisHumansSleep Initiation and Maintenance DisordersRetrospective StudiesPandemicsSocial Media

Keywords

Odds ratioMedicineConfidence intervalPandemicInsomniaLogistic regressionPublic healthOddsCoronavirus disease 2019 (COVID-19)PsychiatryInternal medicinePathologySleepEffectCoronavirusViral infectionSleepingNatural Language ProcessingSocial MediaTwitterTransformersSentiment AnalysisDempster-shafer TheoryCovid-19

Sustainable Development Goals

SDG 0: Good health and well-being