2024
Chapter 13 Data-driven learning strategies for biomarker detection and outcome prediction in Autism from task-based fMRI
Duncan J, Staib L, Dvornek N, Li X, Zhuang J, Wang J, Ventola P. Chapter 13 Data-driven learning strategies for biomarker detection and outcome prediction in Autism from task-based fMRI. 2024, 357-393. DOI: 10.1016/b978-0-32-385124-4.00024-6.Peer-Reviewed Original ResearchLong short-term memoryGraph neural networksFunctional magnetic resonance imagingAutism spectrum disorderNeural ordinary differential equationsData-driven learning strategyDeep learning techniquesTask-based functional magnetic resonance imagingShort-term memoryNeural networkLearning techniquesImpaired social interactionTerm memoryBehavioral therapyRepetitive behaviorsSpectrum disorderDevelopmental disordersLearning strategiesSpatio-temporal characteristicsInherent dynamicsCharacterization of individualsModel of causalitySocial interactionNetworkPersonalized outcome predictions
2023
Altered Brain Dynamics Across Bipolar Disorder and Schizophrenia During Rest and Task Switching Revealed by Overlapping Brain States
Ye J, Sun H, Gao S, Dadashkarimi J, Rosenblatt M, Rodriguez R, Mehta S, Jiang R, Noble S, Westwater M, Scheinost D. Altered Brain Dynamics Across Bipolar Disorder and Schizophrenia During Rest and Task Switching Revealed by Overlapping Brain States. Biological Psychiatry 2023, 94: 580-590. PMID: 37031780, PMCID: PMC10524212, DOI: 10.1016/j.biopsych.2023.03.024.Peer-Reviewed Original ResearchConceptsAberrant brain dynamicsMultiple brain statesBipolar disorderTask-based functional magnetic resonanceFunctional magnetic resonanceAltered brain dynamicsBrain statesTask-based functional magnetic resonance imagingFunctional magnetic resonance imagingMagnetic resonance imagingHealthy control participantsBrain dynamicsSignificant group differencesMagnetic resonanceMultivariate analysisResonance imagingSchizophreniaTime pointsControl participantsGroup differencesNeural mechanismsOlder participantsPreliminary evidenceDynamic alterationsDisorders
2021
The Enhancing NeuroImaging Genetics through Meta‐Analysis Consortium: 10 Years of Global Collaborations in Human Brain Mapping
Thompson P, Jahanshad N, Schmaal L, Turner J, Winkler A, Thomopoulos S, Egan G, Kochunov P. The Enhancing NeuroImaging Genetics through Meta‐Analysis Consortium: 10 Years of Global Collaborations in Human Brain Mapping. Human Brain Mapping 2021, 43: 15-22. PMID: 34612558, PMCID: PMC8675422, DOI: 10.1002/hbm.25672.Peer-Reviewed Original ResearchConceptsMagnetic resonance imagingMeta-Analysis (ENIGMA) consortiumEnhancing Neuroimaging GeneticsBrain developmentBrain mappingHuman brain mappingBrain mapping analysisTask-based functional magnetic resonance imagingSubstance use disordersFunctional magnetic resonance imagingPosttraumatic stress disorderHuman brain disordersHuman brain developmentObsessive-compulsive disorderDiffusion magnetic resonance imagingMajor depressionUse disordersBipolar disorderBrain disordersBrain scansResonance imagingMagnetic resonance spectroscopyHuman cortexStress disorderLarge-scale studies
2018
Assessment of Covert Consciousness in the Intensive Care Unit
Edlow B, Fins J. Assessment of Covert Consciousness in the Intensive Care Unit. Journal Of Head Trauma Rehabilitation 2018, 33: 424-434. PMID: 30395042, PMCID: PMC6317885, DOI: 10.1097/htr.0000000000000448.Peer-Reviewed Original ResearchConceptsFunctional magnetic resonance imagingTraumatic brain injuryAcute severe traumatic brain injurySevere traumatic brain injuryIntensive care unitCovert consciousnessEthical challengesIntensive care unit patientsTask-based functional magnetic resonance imagingTask-based fMRILife-sustaining therapyWithdrawal of life-sustaining therapyCare unitEthical frameworkBehavioral assessmentCritically ill patientsEvaluation normsMagnetic resonance imagingConsciousnessBrain injuryGoals of careClinical scenariosIll patientsRecovered consciousnessTreatment decisions
2013
A Developmental Shift from Positive to Negative Connectivity in Human Amygdala–Prefrontal Circuitry
Gee DG, Humphreys KL, Flannery J, Goff B, Telzer EH, Shapiro M, Hare TA, Bookheimer SY, Tottenham N. A Developmental Shift from Positive to Negative Connectivity in Human Amygdala–Prefrontal Circuitry. Journal Of Neuroscience 2013, 33: 4584-4593. PMID: 23467374, PMCID: PMC3670947, DOI: 10.1523/jneurosci.3446-12.2013.Peer-Reviewed Original ResearchConceptsAmygdala-prefrontal circuitryFunctional connectivityNegative connectivityAmygdala reactivityRecent human imagingParticipants 10 yearsTask-based functional magnetic resonance imagingNegative functional connectivityFunctional magnetic resonance imagingMagnetic resonance imagingAmygdala-prefrontal connectivityAmygdala-cortical connectivityAnxiety-related disordersFrontoamygdala circuitryAnimal studiesReciprocal connectionsResonance imagingTracing studyPositive connectivityAdolescent periodEarly childhoodNeurobiological basisEmotional behaviorPresent studyDevelopmental changes
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