Deep Learning Applications in MRI-Based Detection of the Hippocampal Region for Alzheimer's Diagnosis

The hippocampal region is one of the most affected brain areas observed as a landmark in Magnetic Resonance Imaging (MRI) images for Alzheimer's disease (AD) diagnosis. The diminished alterations in the hippocampal and degeneration of cholinergic circuits have been conclusively correlated with...

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Veröffentlicht in:	IEEE access 2024, Vol.12, p.103830-103838
Hauptverfasser:	Pusparani, Yori, Lin, Chih-Yang, Jan, Yih-Kuen, Lin, Fu-Yu, Liau, Ben-Yi, Ardhianto, Peter, Furqon, Elvin Nur, Alex, John Sahaya Rani, Aparajeeta, Jeetashree, Lung, Chi-Wen
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Alzheimer's disease Brain modeling Feature extraction hippocampal region Imaging Landmark Magnetic resonance imaging MRI image object detection YOLO
Online-Zugang:	Volltext
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