Ensemble Classification of Alzheimer's Disease and Mild Cognitive Impairment Based on Complex Graph Measures from Diffusion Tensor Images

The human brain is a complex network of interacting regions. The gray matter regions of brain are interconnected by white matter tracts, together forming one integrative complex network. In this article, we report our investigation about the potential of applying brain connectivity patterns as an ai...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	Frontiers in neuroscience 2017-02, Vol.11, p.56-56
Hauptverfasser:	Ebadi, Ashkan, Dalboni da Rocha, Josué L, Nagaraju, Dushyanth B, Tovar-Moll, Fernanda, Bramati, Ivanei, Coutinho, Gabriel, Sitaram, Ranganatha, Rashidi, Parisa
Format:	Artikel
Sprache:	eng
Schlagworte:	Alzheimer's disease Artificial intelligence Biomarkers Brain Classification Cognitive ability Computed tomography Cortex (motor) Cortex (piriform) Cortex (somatosensory) Dementia Dementia disorders Engineering Machine learning Magnetic resonance imaging Medical screening Neural networks Neurodegenerative diseases Neuroimaging Neuroscience Neurosciences NMR Nuclear magnetic resonance Schizophrenia Studies Substantia alba Substantia grisea Theory
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!