Explainable Deep Learning Model for Multi-Class Dementia Classification Using Brain Magnetic Resonance Imaging from Neurologist and Radiologist Perspectives
Introduction: Although deep learning classifiers are often not clinically interpretable, magnetic resonance imaging (MRI) is central to the diagnosis of dementia. In the present work, a MobileNetV2 based multi-class dementia classification model is proposed. It is also supported by an anatomical validity evaluation...