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Applying machine learning to ecological momentary assessment data to identify predictors of loss-of-control eating and overeating severity in adolescents: A preliminary investigation

Appetite(2025)10.1016/j.appet.2025.107900Source: DataRank Database

Applying machine learning to ecological momentary assessment data to identify predictors of loss-of-control eating and overeating severity in adolescents: A preliminary investigation is a research paper published in Appetite (2025). On theSindex it has a DataRank of 0. It has been cited 3 times.

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Open Access3 citations

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datarank_citation_only_1hop_v6· scope data_onlyMethodology

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Enrichment:Funding (9 grants)Impact (FWCI 3.87)OA: greenTopics (51)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 (4)

Nicolas Leenaerts ORCID,B. Timothy Walsh ORCID,Lisa M. Ranzenhofer ORCID,Kelsey E. Hagan ORCID

Live enrichment

PubMed:39922228 PMC:PMC11884998 OpenAlex:https://openalex.org/W4407204829

National Institute of Mental Health

Grant: K23 MH121780

National Institute of Mental Health

Grant: T32 MH096678

National Institute of Child Health and Human Development

Grant: R03 HD090206

National Institute of Arthritis and Musculoskeletal and Skin Diseases

Grant: K12AR084233

National Institutes of Health

Grant: 5K12AR084233-04

Building Interdisciplinary Research Careers in Women's Health

National Institutes of Health

Grant: 5R03HD090206-02

Real Time Assessment of Physiologic Stress, Mood, and Eating Behavior in Adolescents

National Institutes of Health

Grant: 5T32MH096678-03

Training Program in Mental Health Research

National Institutes of Health

Grant: 1K23MH121780-01A1

Restrictive and binge eating during adolescence: the role of negative self-related cognitions and social stress

National Institutes of Health

FWCI

3.87

Citation Percentile

0.9%

Citation Trend

2025

2026

greenLicense: CC BY

repositoryhttps://pmc.ncbi.nlm.nih.gov/articles/PMC11884998/

publisherhttps://api.elsevier.com/content/article/PII:S0195666325000522?httpAccept=text/xml

publisherhttps://api.elsevier.com/content/article/PII:S0195666325000522?httpAccept=text/plain

journalhttps://doi.org/10.1016/j.appet.2025.107900

Fields of Study

Eating Disorders and BehaviorsCOVID-19 and Mental HealthMental Health Research TopicsHumansFemaleAdolescentEcological Momentary AssessmentHyperphagiaMaleMachine LearningFeeding BehaviorStress, PsychologicalSeverity of Illness IndexAdolescent BehaviorCraving

MeSH Terms

Machine LearningEcological Momentary AssessmentAdolescentAdolescent BehaviorFeeding BehaviorFemaleHumansHyperphagiaMaleSeverity of Illness IndexStress, PsychologicalCraving

Keywords

OvereatingPsychologyEcologyClinical psychologyMedicineBiologyObesityInternal medicineAdolescenceEating DisordersMachine LearningEcological Momentary AssessmentLoss-of-control EatingMaleAdolescentAdolescent BehaviorHumansFemaleFeeding BehaviorHyperphagiaSeverity of Illness IndexArticleStress, PsychologicalCraving