Enhanced Deep Learning Methodologies and MRI Selection Techniques for
Dementia Diagnosis in the Elderly Population
Enhanced Deep Learning Methodologies and MRI Selection Techniques for
Dementia Diagnosis in the Elderly Population
Dementia, a debilitating neurological condition affecting millions worldwide, presents significant diagnostic challenges. In this work, we introduce a novel methodology for the classification of demented and non-demented elderly patients using 3D brain Magnetic Resonance Imaging (MRI) scans. Our approach features a unique technique for selectively processing MRI slices, focusing on …