Raimundo Rodriguez
About
Research
Publications
2026
External validation improves generalizability, replicability and reproducibility in predictive models for neuroimaging
Rosenblatt M, Foster M, Adkinson B, Tejavibulya L, Khaitova M, Ye J, Sun H, Rodriguez R, Camp C, Chinta A, McCusker M, Han L, Fields C, Mehta S, Scheinost D. External validation improves generalizability, replicability and reproducibility in predictive models for neuroimaging. Nature Methods 2026, 1-11. PMID: 42203860, DOI: 10.1038/s41592-026-03115-9.Peer-Reviewed Original ResearchFeature selection leads to divergent neurobiological interpretations of brain-based machine learning biomarkers
Adkinson B, Rosenblatt M, Sun H, Dadashkarimi J, Tejavibulya L, Horien C, Westwater M, Rodriguez R, Noble S, Scheinost D. Feature selection leads to divergent neurobiological interpretations of brain-based machine learning biomarkers. Nature Human Behaviour 2026, 1-15. PMID: 41986741, DOI: 10.1038/s41562-026-02447-y.Peer-Reviewed Original ResearchNeurobiological interpretationNeurobiological basisBrain-behavior associationsBrain connectivity dataHuman neuroimagingPsychiatric phenotypesBehavioral phenotypesFunctional MRIFunctional connectivityNeuroimaging dataMental healthLarge-scale neuroimaging datasetsConnectivity dataNeuroimaging datasetsNeurobiologyMRI studiesNeuroimagingExternal validationCognitionConnectomeGeneralizabilityParticipants
2025
Associations of Prenatal Social Support in Adolescent Mothers With Measures of Social‐Emotional Development in Their Young Children
Holland C, Sun H, Rodriguez R, Bennett M, Cheng B, Peterson B, Scheinost D, Spann M. Associations of Prenatal Social Support in Adolescent Mothers With Measures of Social‐Emotional Development in Their Young Children. Brain And Behavior 2025, 15: e71059. PMID: 41250941, PMCID: PMC12623451, DOI: 10.1002/brb3.71059.Peer-Reviewed Original ResearchConceptsLanguage developmentMaternal sensitivityMaternal social supportSocial-emotional developmentSocial supportChild attachmentSocial behaviorLanguage development of infantsSocial brain networkInfant language developmentPath analysisSocial support satisfactionBrain network connectivityInfant social developmentPrenatal social supportExploratory path analysisAssociated with attachmentMaternal-infant interactionInfant languageMonths of ageBrain networksFunctional connectivityInfant factorsSupport satisfactionBrain connectivityConnectome caricatures remove large-amplitude coactivation patterns in resting-state fMRI to emphasize individual differences
Rodriguez R, Noble S, Camp C, Scheinost D. Connectome caricatures remove large-amplitude coactivation patterns in resting-state fMRI to emphasize individual differences. Nature Neuroscience 2025, 28: 2601-2611. PMID: 41184631, PMCID: PMC12641774, DOI: 10.1038/s41593-025-02099-7.Peer-Reviewed Original ResearchConceptsFunctional magnetic resonance imagingResting-state functional magnetic resonance imagingResting-state dataCoactivation patternsFunctional connectivityResting-state signalsBrain's intrinsic functional architectureResting-state functional connectivityIntrinsic functional architectureTask activation patternsTask fMRI dataHigh identifiersFMRI dataLarge-scale neuroimaging datasetsConnectomeFunctional architectureNeuroimaging datasetsActivity patternsTask dataMagnetic resonance imagingTaskResonance imagingPhenotypic measurementsConnectome caricatures: large-amplitude co-activation patterns in resting-state fMRI hide sources of individual differences
Rodriguez R, Noble S, Camp C, Scheinost D. Connectome caricatures: large-amplitude co-activation patterns in resting-state fMRI hide sources of individual differences. Proceedings Of The International Society For Magnetic Resonance In Medicine ... Scientific Meeting And Exhibition. 2025 DOI: 10.58530/2025/1347.Peer-Reviewed Original ResearchSource of individual differencesCo-activation patternsResting-state fMRIIndividual differencesFunctional connectivityBrain's intrinsic functional architectureResting-state functional connectivityResting-state signalsIntrinsic functional architectureFMRI dataCarrying informationFMRICo-activationFunctional architectureConnectomeLongitudinal and Geographic Trends in Perceived Racial Discrimination Among Adolescents in the United States: The Adolescent Brain Cognitive Development Study
Fields C, Black C, Calhoun A, Rosenblatt M, Rodriguez R, Aina J, Thind J, Grayson J, Khalifa F, Assari S, Zhou X, Nagata J, Gee D. Longitudinal and Geographic Trends in Perceived Racial Discrimination Among Adolescents in the United States: The Adolescent Brain Cognitive Development Study. Journal Of Adolescent Health 2025, 77: 118-127. PMID: 40382724, DOI: 10.1016/j.jadohealth.2025.03.014.Peer-Reviewed Original ResearchConceptsNon-Hispanic youthPerceived DiscriminationDevelopment studiesHigher levels of perceived discriminationAmerican Community SurveyAnti-Black biasLevels of perceived discriminationPacific IslandersPerceived Discrimination ScaleWhite non-Hispanic youthNeighborhood segregationBlack householdsBlack youthContext-specific approachImmigrant backgroundPerceived Racial DiscriminationRacial discriminationCommunity surveyRacial biasYouthGeographic variationStructural contextAdolescent Brain Cognitive Development StudyNational representativesRacial/ethnic groupsTrends in self-citation rates in high-impact neurology, neuroscience, and psychiatry journals
Rosenblatt M, Mehta S, Peterson H, Dadashkarimi J, Rodriguez R, Foster M, Adkinson B, Liang Q, Kimble V, Ye J, McCusker M, Farruggia M, Rolison M, Westwater M, Jiang R, Noble S, Scheinost D. Trends in self-citation rates in high-impact neurology, neuroscience, and psychiatry journals. ELife 2025, 12: rp88540. PMID: 40366360, PMCID: PMC12077878, DOI: 10.7554/elife.88540.Peer-Reviewed Original ResearchTrends in self-citation rates in high-impact neurology, neuroscience, and psychiatry journals
Rosenblatt M, Mehta S, Peterson H, Dadashkarimi J, Rodriguez R, Foster M, Adkinson B, Liang Q, Kimble V, Ye J, McCusker M, Farruggia M, Rolison M, Westwater M, Jiang R, Noble S, Scheinost D. Trends in self-citation rates in high-impact neurology, neuroscience, and psychiatry journals. ELife 2025, 12 DOI: 10.7554/elife.88540.4.Peer-Reviewed Original ResearchInfant sleep state coded from respiration and its relationship to the developing functional connectome: A feasibility study
Mueller I, Rodriguez R, Pini N, Holland C, Ababio R, Inala S, Delapenha K, Mahmoodi V, Khaitova M, Hao X, Fifer W, Scheinost D, Spann M. Infant sleep state coded from respiration and its relationship to the developing functional connectome: A feasibility study. Developmental Cognitive Neuroscience 2025, 72: 101525. PMID: 39965287, PMCID: PMC11876745, DOI: 10.1016/j.dcn.2025.101525.Peer-Reviewed Original Research
2024
Edge-centric network control on the human brain structural network
Sun H, Rosenblatt M, Dadashkarimi J, Rodriguez R, Tejavibulya L, Scheinost D. Edge-centric network control on the human brain structural network. Imaging Neuroscience 2024, 2: imag-2-00191. PMID: 40800268, PMCID: PMC12272207, DOI: 10.1162/imag_a_00191.Peer-Reviewed Original ResearchHuman brain structural networksNetwork control theoryEdge controlWhole-brain networksHuman Connectome ProjectDiffusion MRI dataWhite matter connectivityConnectome ProjectBrain dynamicsExecutive functionBrain structural networksBrain network connectivityBrain connectivityFunctional connectomeState transitionsTransitionEnergy patternsTheory modelBrain energy consumptionDynamic processStructural networkStateNetwork control mechanismsCognitive statesNetwork pairs