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Differentiating Pediatric Bipolar Disorder, Attention-Deficit/Hyperactivity Disorder, and Other Psychopathologies Using Self-Reported Mood and Energy Data and Actigraphy Findings: Correlation and Machine Learning–Based Prediction of Mood Severity

JMIR Mental Health(2025)10.2196/78163Source: DataRank Database

Differentiating Pediatric Bipolar Disorder, Attention-Deficit/Hyperactivity Disorder, and Other Psychopathologies Using Self-Reported Mood and Energy Data and Actigraphy Findings: Correlation and Machine Learning–Based Prediction of Mood Severity is a research paper published in JMIR Mental Health (2025). On theSindex it has a DataRank of 0.

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datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (2 grants)Impact (FWCI 0.00)OA: goldTopics (27)IDs (PubMed, PMC, OpenAlex)

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 (11)

Farzan Vahedifard ORCID,BORIS BIRMAHER ORCID,Satish Iyengar ORCID,Maria Wolfe ORCID,Brianna N Lepore ORCID

Live enrichment

PubMed:41343774 PMC:PMC12677876 OpenAlex:https://openalex.org/W4414332454

NIH HHS

Grant: S10 OD028483

NIMH NIH HHS

Grant: R01 MH121451

FWCI

0.00

Citation Percentile

0.3%

goldLicense: cc-by

journalhttps://doi.org/10.2196/78163

publisherhttps://doi.org/10.2196/78163

publisherhttps://mental.jmir.org/2025/1/e78163

repositoryhttps://pubmed.ncbi.nlm.nih.gov/41343774

repositoryhttps://doaj.org/article/df8338500df048febbbca502286f7494

Fields of Study

Bipolar Disorder and TreatmentAttention Deficit Hyperactivity DisorderMental Health Research Topics

MeSH Terms

Machine LearningAdolescentAffectAttention Deficit Disorder with HyperactivityBipolar DisorderChildDiagnosis, DifferentialFemaleHumansMaleSeverity of Illness IndexActigraphySelf Report

Keywords

ActigraphyMoodCorrelationEnergy (signal processing)Mood disordersEnergyADHDBipolar disorderAdolescentsAttention-deficit/hyperactivity DisorderMachine Learning