2024
In vivo neuropil density from anatomical MRI and machine learning
Akif A, Staib L, Herman P, Rothman D, Yu Y, Hyder F. In vivo neuropil density from anatomical MRI and machine learning. Cerebral Cortex 2024, 34: bhae200. PMID: 38771239, PMCID: PMC11107380, DOI: 10.1093/cercor/bhae200.Peer-Reviewed Original ResearchConceptsMagnetic resonance imagingSynaptic densityNeuropil densityCellular densityArtificial neural networkNeural networkPositron emission tomographyAnatomical magnetic resonance imagingHealthy subjectsSynaptic activityMRI scansMachine learning algorithmsBrain's energy budgetEmission tomographyIn vivo MRI scansResonance imagingTissue cellularityLearning algorithmsDiffusion magnetic resonance imagingMachine learningMicroscopic interpretationInterpretation of functional neuroimaging dataIndividual predictionsSubjects
2012
Anatomical Brain Images Alone Can Accurately Diagnose Chronic Neuropsychiatric Illnesses
Bansal R, Staib LH, Laine AF, Hao X, Xu D, Liu J, Weissman M, Peterson BS. Anatomical Brain Images Alone Can Accurately Diagnose Chronic Neuropsychiatric Illnesses. PLOS ONE 2012, 7: e50698. PMID: 23236384, PMCID: PMC3517530, DOI: 10.1371/journal.pone.0050698.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultAlgorithmsAttention Deficit Disorder with HyperactivityBipolar DisorderBrainChildDepressive Disorder, MajorFemaleHumansImage Processing, Computer-AssistedMagnetic Resonance ImagingMaleMiddle AgedReproducibility of ResultsSchizophreniaSensitivity and SpecificityTourette SyndromeConceptsBrains of personsNeuropsychiatric illnessBrain regionsNeuropsychiatric disordersMRI scansMajor depressive disorderChronic neuropsychiatric disorderAttention-deficit/hyperactivity disorderSpecific neuropsychiatric disordersDifferent neuropsychiatric disordersLarge MRI datasetsAnatomical MRI scansDisease courseCerebral cortexLow familial riskDepressive disorderBiological subtypesTourette syndromeBipolar disorderAnatomical brain imagesClinical diagnosisFamilial riskIllnessDiagnostic accuracyDiagnostic algorithm
2002
Childhood Trauma Associated With Smaller Hippocampal Volume in Women With Major Depression
Vythilingam M, Heim C, Newport J, Miller AH, Anderson E, Bronen R, Brummer M, Staib L, Vermetten E, Charney DS, Nemeroff CB, Bremner JD. Childhood Trauma Associated With Smaller Hippocampal Volume in Women With Major Depression. American Journal Of Psychiatry 2002, 159: 2072-2080. PMID: 12450959, PMCID: PMC3230324, DOI: 10.1176/appi.ajp.159.12.2072.Peer-Reviewed Original ResearchConceptsSmaller hippocampal volumesMajor depressive disorderHippocampal volumeDepressive disorderDepressed subjectsDepressed womenHealthy subjectsChildhood abuseUnipolar major depressive disorderRight hippocampal volumeCoronal MRI scansAdrenal axisDepressed patientsMajor depressionControl brain regionsTemporal lobeWhole hippocampusComparison subjectsMRI scansTrauma AssociatedEarly childhood traumaFemale volunteersWhole brainBrain regionsStudy participants
2001
Automated measurement of latent morphological features in the human corpus callosum
Peterson B, Feineigle P, Staib L, Gore J. Automated measurement of latent morphological features in the human corpus callosum. Human Brain Mapping 2001, 12: 232-245. PMID: 11241874, PMCID: PMC6871880, DOI: 10.1002/1097-0193(200104)12:4<232::aid-hbm1018>3.0.co;2-j.Peer-Reviewed Original ResearchConceptsCorpus callosumSubject characteristicsYears of ageHuman corpus callosumPatient groupCallosum sizeHealthy subjectsMRI scansVentricular volumeCallosumMidsagittal planeFactor scoresNeural correlatesConstruct validityFactor-based analysisConventional measuresFuture studiesMorphological featuresAgePredictive validitySubjectsScoresNormal developmentVarimax rotationFactors
1998
Development and Reliability of a Method for Using Magnetic Resonance Imaging for the Definition of Regions of Interest for Positron Emission Tomography
Bremner JD, Bronen RA, De Erasquin G, Vermetten E, Staib LH, Ng CK, Soufer R, Charney DS, Innis RB. Development and Reliability of a Method for Using Magnetic Resonance Imaging for the Definition of Regions of Interest for Positron Emission Tomography. Molecular Imaging And Biology 1998, 1: 145-159. PMID: 14516589, DOI: 10.1016/s1095-0397(98)00015-6.Peer-Reviewed Original ResearchMagnetic resonance imagingPositron emission tomographyCoregistered magnetic resonance imagingResonance imagingBrain regionsEmission tomographyPoor anatomical resolutionAnatomical resolutionRegional metabolic rateBrain metabolic rateIntra-class correlation coefficientSuperior anatomical resolutionPET scansMRI scansMetabolic rateBrain scansPhysiologic informationAnatomical landmarksPET brain imagesReliable methodPets siteIndependent ratersScansImportant physiological informationStandard anatomical atlas