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
2016
Towards longitudinal mapping of extracellular pH in gliomas
Huang Y, Coman D, Herman P, Rao JU, Maritim S, Hyder F. Towards longitudinal mapping of extracellular pH in gliomas. NMR In Biomedicine 2016, 29: 1364-1372. PMID: 27472471, PMCID: PMC5035200, DOI: 10.1002/nbm.3578.Peer-Reviewed Original ResearchConceptsSurgical interventionPlasma concentrationsU87 brain tumorsPreclinical modelsRenal clearanceSame subjectsTumor assessmentBrain tumorsProbe doseTherapeutic monitoringTranslational valueTumor characterizationLongitudinal scansChemical shift imaging techniqueThulium ionsMolecular imagingParamagnetic probesInterventionScansImaging techniquesSubjectsNon-exchangeable protons
1999
Localized 1H NMR measurements of 2‐pyrrolidinone in human brain in vivo
Hyder F, Petroff O, Mattson R, Rothman D. Localized 1H NMR measurements of 2‐pyrrolidinone in human brain in vivo. Magnetic Resonance In Medicine 1999, 41: 889-896. PMID: 10332870, DOI: 10.1002/(sici)1522-2594(199905)41:5<889::aid-mrm6>3.0.co;2-r.Peer-Reviewed Original ResearchGABA Changes with Vigabatrin in the Developing Human Brain
Novotny E, Hyder F, Shevell M, Rothman D. GABA Changes with Vigabatrin in the Developing Human Brain. Epilepsia 1999, 40: 462-466. PMID: 10219272, DOI: 10.1111/j.1528-1157.1999.tb00741.x.Peer-Reviewed Original ResearchConceptsBrain GABA levelsGABA levelsBrain GABAVGB treatmentRole of GABASeizure controlGABA changesSeizure susceptibilityPediatric epilepsyEpileptic focusOccipital lobeNervous systemEpileptic regionsVigabatrinEpilepsyGABAGABA metabolismTreatmentAge 1Noninvasive measurementHuman brainSubjectsDrugsFivefold increaseChildren