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Predicting Alcohol Dependence from Multi-Site Brain Structural Measures

medRxiv(2020)10.1101/2020.01.17.20016873Source: DataRank Database

Predicting Alcohol Dependence from Multi-Site Brain Structural Measures is a research paper published in medRxiv (2020). On theSindex it has a DataRank of 0. It has been cited 3 times.

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datarank_citation_only_1hop_v6· scope data_onlyMethodology

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Enrichment:Funding (14 grants)OA: greenTopics (53)IDs (PubMed, OpenAlex)SDGs (3)

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Authors (26)

Scott Mackey ORCID,Janna Cousijn ORCID,John J. Foxe ORCID,Robert Hester ORCID,Kent E. Hutchinson

Live enrichment

PubMed:19162232 OpenAlex:https://openalex.org/W3009283239

National Institutes of Health

Grant: 5PL1DA024859-02

Human Subjects Core: Protocols, Statistics, Collaborative Method Development and

National Institutes of Health

Grant: 5R01DA047119-02

ENIGMA- Addiction: Pooling of Existing Datasets to Identify Brain and Genetic Correlates of Addiction

National Institutes of Health

Grant: 1ZIAAA000125-01

Neuroimaging of Alcohol Addiction

National Institutes of Health

Grant: 3R01DA014100-01S1

The Role of Executive Functions in Cocaine Abuse

National Institutes of Health

Grant: 5R01DA020726-03

Neural Systems, Inhibitory Control, and Methamphetamine Dependence

National Health and Medical Research Council (NHMRC)

Grant: 1117188

Enhancing and integrating addiction neuroscience knowledge with clinical practice, by transforming the approach to assessment and classification protocols, and improving outcomes by using neurocognitive phenotypes for tailored treatments

National Science Foundation

Grant: 1827314

MRI: Acquisition of a GPU Accelerated Vermont Advanced Computing Core

National Institutes of Health

Grant: 5T32DA043593-05

Training in Complex Systems and Data Science Approaches Applied to the Neurobiology of Drug Use

National Institutes of Health

Grant: 5T32DA043593-03

Training in Complex Systems and Data Science Approaches Applied to the Neurobiology of Drug Use

National Institutes of Health

Grant: 5U54EB020403-03

ENIGMA Center for Worldwide Medicine, Imaging & Genomics

National Institutes of Health

Grant: 1UL1RR024925-01

Interdisciplinary Research on Stress, Self-Control &Addiction

National Institutes of Health

Grant: 2R01AA013892-11

Chronic Alcohol and Brain Stress Circuit Response

National Institutes of Health

Grant: 1R01DA018307-01

STIMULANT DEPENDENCE: NEURAL MECHANISMS OF RELAPSE

National Institutes of Health

Grant: 3U54EB020403-04S1

ENIGMA Center for Worldwide Medicine, Imaging & Genomics

greenLicense: cc-by-nc-nd

repositoryhttps://www.medrxiv.org/content/medrxiv/early/2020/01/23/2020.01.17.20016873.full.pdf

publisherhttps://syndication.highwire.org/content/doi/10.1101/2020.01.17.20016873

repositoryhttps://doi.org/10.1101/2020.01.17.20016873

repositoryhttp://hdl.handle.net/2066/226131

Fields of Study

Functional Brain Connectivity StudiesNeural and Behavioral Psychology StudiesNeurotransmitter Receptor Influence on Behavior02 engineering and technology03 medical and health sciences0302 clinical medicine0202 electrical engineering, electronic engineering, information engineering

Keywords

Receiver operating characteristicOverfittingNeuroimagingArtificial intelligenceGeneralizability theoryComputer scienceSet (abstract data type)Machine learningOrbitofrontal cortexFeature selectionPattern recognition (psychology)PsychologyNeurosciencePrefrontal cortexCognitionArtificial neural networkDevelopmental psychologyalcohol dependenceBiological Psychology610310Substance MisuseAlcohol Use and Healthmulti-sitegenetic algorithmHumansMulticenter Studies as TopicCognitive and computational psychologystructural MRIResearch ArticlesCerebral CortexNeurosciencesPutamenReproducibility of Results006Experimental PsychologypredictionMagnetic Resonance ImagingBrain DisordersAlcoholismGood Health and Well BeingNeurologicalCognitive Sciencesaddiction170 000 Motivational & Cognitive ControlDevelopmental Psychopathology

Sustainable Development Goals

SDG 3: 3. Good healthSDG 16: 16. Peace & justiceSDG 0: Good health and well-being