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 ResearchMeSH KeywordsAdultBrainFemaleGray MatterHumansImage Processing, Computer-AssistedMachine LearningMagnetic Resonance ImagingMaleMiddle AgedNeural Networks, ComputerNeuropilPositron-Emission TomographyWhite MatterYoung AdultConceptsMagnetic 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
2011
Fractal analysis of spontaneous fluctuations of the BOLD signal in rat brain
Herman P, Sanganahalli BG, Hyder F, Eke A. Fractal analysis of spontaneous fluctuations of the BOLD signal in rat brain. NeuroImage 2011, 58: 1060-1069. PMID: 21777682, PMCID: PMC3705180, DOI: 10.1016/j.neuroimage.2011.06.082.Peer-Reviewed Original Research
2001
Fractal Branching Pattern in the Pial Vasculature in the Cat
Hermán P, Kocsis L, Eke A. Fractal Branching Pattern in the Pial Vasculature in the Cat. Cerebrovascular And Brain Metabolism Reviews 2001, 21: 741-753. PMID: 11488543, DOI: 10.1097/00004647-200106000-00012.Peer-Reviewed Original ResearchAnimalsArteriesCatsFractalsImage Processing, Computer-AssistedPia MaterSensitivity and SpecificityVeinsVideo Recording