Chris Camp
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Research
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Featured Publications
Test-Retest Reliability of Functional Connectivity in Adolescents With Depression
Camp C, Noble S, Scheinost D, Stringaris A, Nielson D. Test-Retest Reliability of Functional Connectivity in Adolescents With Depression. Biological Psychiatry Cognitive Neuroscience And Neuroimaging 2023, 9: 21-29. PMID: 37734478, PMCID: PMC10843837, DOI: 10.1016/j.bpsc.2023.09.002.Peer-Reviewed Original ResearchConceptsMajor depressive disorderIntraclass correlation coefficientTest-retest reliabilityPsychiatric illnessFunctional connectivityMean intraclass correlation coefficientFunctional magnetic resonance imagingMagnetic resonance imagingAverage intraclass correlation coefficientEffect sizeDepressive disorderLongitudinal cohortHealthy individualsMultivariate analysisResonance imagingSymptom severityReproducible biomarkersBrain-behavior associationsGroup differencesDepressionHealthy samplesCorrelation coefficientIllnessAdolescentsBiomarker identification
2024
Power and reproducibility in the external validation of brain-phenotype predictions
Rosenblatt M, Tejavibulya L, Sun H, Camp C, Khaitova M, Adkinson B, Jiang R, Westwater M, Noble S, Scheinost D. Power and reproducibility in the external validation of brain-phenotype predictions. Nature Human Behaviour 2024, 8: 2018-2033. PMID: 39085406, DOI: 10.1038/s41562-024-01931-7.Peer-Reviewed Original ResearchHuman Connectome ProjectAdolescent Brain Cognitive Development StudyConnectome ProjectCognitive Development StudyPhiladelphia Neurodevelopmental CohortHealthy Brain NetworkStructural connectivity dataMatrix reasoningWorking memoryAnxiety/depression symptomsAttention problemsNeurodevelopmental CohortBrain networksBrain-phenotype associationsEffect sizeConnectivity dataExternal validationRelated processesValidation studySample sizeBrain ProjectDevelopment studiesTraining sample sizeGeneralizability of modelsExternal samples
2023
Cross Atlas Remapping via Optimal Transport (CAROT): Creating connectomes for different atlases when raw data is not available
Dadashkarimi J, Karbasi A, Liang Q, Rosenblatt M, Noble S, Foster M, Rodriguez R, Adkinson B, Ye J, Sun H, Camp C, Farruggia M, Tejavibulya L, Dai W, Jiang R, Pollatou A, Scheinost D. Cross Atlas Remapping via Optimal Transport (CAROT): Creating connectomes for different atlases when raw data is not available. Medical Image Analysis 2023, 88: 102864. PMID: 37352650, PMCID: PMC10526726, DOI: 10.1016/j.media.2023.102864.Peer-Reviewed Original ResearchConceptsDifferent atlasesRaw data accessWeb applicationData accessOpen source dataSource codePatient privacyOptimal transportRaw dataStorage concernsLarge-scale data collection effortsOriginal counterpartsExtensive setData collection effortsProcessing effortPredictive modelNeuroimaging dataDownstream analysisPrivacyAtlasesCollection effortsComputationalTime seriesDatasetConnectome
2022
Mood and Behaviors of Adolescents With Depression in a Longitudinal Study Before and During the COVID-19 Pandemic.
Sadeghi N, Fors PQ, Eisner L, Taigman J, Qi K, Gorham LS, Camp CC, O'Callaghan G, Rodriguez D, McGuire J, Garth EM, Engel C, Davis M, Towbin KE, Stringaris A, Nielson DM. Mood and Behaviors of Adolescents With Depression in a Longitudinal Study Before and During the COVID-19 Pandemic. J Am Acad Child Adolesc Psychiatry 2022, 61: 1341-1350. PMID: 35452785, DOI: 10.1016/j.jaac.2022.04.004.Peer-Reviewed Original ResearchMachine Learning and Prediction in Fetal, Infant, and Toddler Neuroimaging: A Review and Primer
Scheinost D, Pollatou A, Dufford A, Jiang R, Farruggia M, Rosenblatt M, Peterson H, Rodriguez R, Dadashkarimi J, Liang Q, Dai W, Foster M, Camp C, Tejavibulya L, Adkinson B, Sun H, Ye J, Cheng Q, Spann M, Rolison M, Noble S, Westwater M. Machine Learning and Prediction in Fetal, Infant, and Toddler Neuroimaging: A Review and Primer. Biological Psychiatry 2022, 93: 893-904. PMID: 36759257, PMCID: PMC10259670, DOI: 10.1016/j.biopsych.2022.10.014.Peer-Reviewed Reviews, Practice Guidelines, Standards, and Consensus StatementsClinical utility of family history of depression for prognosis of adolescent depression severity and duration assessed with predictive modeling.
Gorham LS, Sadeghi N, Eisner L, Taigman J, Haynes K, Qi K, Camp CC, Fors P, Rodriguez D, McGuire J, Garth E, Engel C, Davis M, Towbin K, Stringaris A, Nielson DM. Clinical utility of family history of depression for prognosis of adolescent depression severity and duration assessed with predictive modeling. J Child Psychol Psychiatry 2022, 63: 939-947. PMID: 34847615, DOI: 10.1111/jcpp.13547.Peer-Reviewed Original Research
2021
Great Expectations: A Critical Review of and Suggestions for the Study of Reward Processing as a Cause and Predictor of Depression.
Nielson DM, Keren H, O'Callaghan G, Jackson SM, Douka I, Vidal-Ribas P, Pornpattananangkul N, Camp CC, Gorham LS, Wei C, Kirwan S, Zheng CY, Stringaris A. Great Expectations: A Critical Review of and Suggestions for the Study of Reward Processing as a Cause and Predictor of Depression. Biol Psychiatry 2021, 89: 134-143. PMID: 32797941, DOI: 10.1016/j.biopsych.2020.06.012.Peer-Reviewed Reviews, Practice Guidelines, Standards, and Consensus Statements
2019
Oxytocin-Induced Changes in Intrinsic Network Connectivity in Cocaine Use Disorder: Modulation by Gender, Childhood Trauma, and Years of Use.
Joseph JE, Vaughan BK, Camp CC, Baker NL, Sherman BJ, Moran-Santa Maria M, McRae-Clark A, Brady KT. Oxytocin-Induced Changes in Intrinsic Network Connectivity in Cocaine Use Disorder: Modulation by Gender, Childhood Trauma, and Years of Use. Front Psychiatry 2019, 10: 502. PMID: 31379621, DOI: 10.3389/fpsyt.2019.00502.Peer-Reviewed Original Research
2017
Network Analysis of Intrinsic Functional Brain Connectivity in Male and Female Adult Smokers: A Preliminary Study
Maria M, Vanderweyen D, Camp C, Zhu X, McKee SA, Cosgrove KP, Hartwell KJ, Brady KT, Joseph JE. Network Analysis of Intrinsic Functional Brain Connectivity in Male and Female Adult Smokers: A Preliminary Study. Nicotine & Tobacco Research 2017, 20: 810-818. PMID: 29059410, PMCID: PMC5991199, DOI: 10.1093/ntr/ntx206.Peer-Reviewed Original ResearchConceptsFemale smokersMale smokersAdult smokersNicotine dependenceSalience network regionsIntrinsic functional brain connectivityFemale adult smokersHigh nicotine dependenceEffects of nicotineAge-matched controlsGraph theory measuresFunctional brain connectivityIntrinsic functional connectivitySex differencesSmoking interventionsNucleus accumbensRight insulaSmokersBrain network communicationFunctional connectivityBrain connectivityBlood oxygenFunctional magnetic resonance imaging (fMRI) experimentsConnector hubsBrain networks
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