Diagnosis Of Alzheimer'S Disease Using Brain Imaging: State Of The Art

BIOLOGICAL, DIAGNOSTIC AND THERAPEUTIC ADVANCES IN ALZHEIMER'S DISEASE: NON-PHARMACOLOGICAL THERAPIES FOR ALZHEIMER'S DISEASE(2019)

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摘要
Alzheimer's disease (AD) is one of the prominent diseases in elderly people which leads to language impairment, disorientation, memory loss, and eventually death. Despite the severity of the disease, there is no such drug reported to control, reduce, or stop the progression of AD. The neuroimages played a crucial role in tracking the progression of AD using biomarkers which help the physicians to diagnose the disease more accurately. In this study, we investigate the effectiveness of structural and functional neuroimaging modularities which are used in the state-of-the-art methods to diagnose AD. The finding shows that most of the studies prioritize magnetic resonance imaging techniques (MRIT) solely or combined with other neuroimaging modularities to achieve better performance. Studies also founded that only few public datasets are available, and the most widely used public dataset is Alzheimer's Disease Neuroimaging Initiative.
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关键词
Medical imaging, MRI, Alzheimer's disease, CAD, Features extraction
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