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HMM for discovering decision-making dynamics using reinforcement learning experiments

Biostatistics(2024)10.1093/biostatistics/kxae033Source: DataRank Database

HMM for discovering decision-making dynamics using reinforcement learning experiments is a research paper published in Biostatistics (2024). On theSindex it has a DataRank of 0. It has been cited 3 times.

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0DataRank · unranked

Scored on demand from live citation data

Open Access3 citations

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (8 grants)Impact (FWCI 1.08)OA: greenTopics (40)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 (3)

Donglin Zeng ORCID,Yuanjia Wang ORCID,Xingche Guo ORCID

Live enrichment

PubMed:39226534 PMC:PMC12090054 OpenAlex:https://openalex.org/W4402253438

NIMH NIH HHS

Grant: R01 MH123487

U.S. National Institutes of Health

Grant: MH123487

U.S. National Institutes of Health

Grant: NS073671

NHLBI NIH HHS

Grant: R01 HL173128

NIGMS NIH HHS

Grant: R01 GM124104

NINDS NIH HHS

Grant: R01 NS073671

U.S. National Institutes of Health

Grant: GM124104

NIH

FWCI

1.08

Citation Percentile

0.8%

Citation Trend

2025

2026

green

repositoryhttps://pmc.ncbi.nlm.nih.gov/articles/PMC12090054/pdf/kxae033.pdf

repositoryhttps://www.ncbi.nlm.nih.gov/pmc/articles/12090054

journalhttps://doi.org/10.1093/biostatistics/kxae033

repositoryhttps://pubmed.ncbi.nlm.nih.gov/39226534

Fields of Study

Mental Health Research TopicsTreatment of Major DepressionFunctional Brain Connectivity StudiesHumansReinforcement, PsychologyDecision MakingMajor Depressive DisorderMarkov ChainsRewardModels, StatisticalAdultMaleFemale

MeSH Terms

AdultDecision MakingDepressive Disorder, MajorMajor Depressive DisorderFemaleHumansMaleMarkov ChainsReinforcement, PsychologyRewardModels, Statistical

Keywords

Reinforcement learningComputer scienceMachine learningArtificial intelligenceTask (project management)Markov decision processHidden Markov modelInferenceProbabilistic logicState spaceMarkov processMental healthBehavioral PhenotypingState-switchingBrain–behavior AssociationReward Tasks

Sustainable Development Goals

SDG 0: Peace, Justice and strong institutions