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
1994
NMR studies of human brain function
Shulman R, Rothman D, Blamire A. NMR studies of human brain function. Trends In Biochemical Sciences 1994, 19: 522-526. PMID: 7846759, DOI: 10.1016/0968-0004(94)90050-7.Peer-Reviewed Original ResearchConceptsMagnetic resonance imagingPositron emission tomographyUnstimulated subjectsResonance imagingEmission tomographyBrain functionHuman brain functionSensory stimulationVisual stimulationBrain activityHuman brain activityHuman brainStimulationMetabolic rateSignificant improvementMagnetic resonance spectroscopySingle subjectSubjectsEstablished method