Alzheimer’s Disease Recognition and Detection using Machine Learning

Alzheimer’s disease is a neurological disorder marked by memory loss, diminished cognitive function, and difficulties with day-to-day activities. As the world’s population ages, Alzheimer’s disease has become a major public health concern. This review looks at what is now known about Alzheimer’s disease, including its causes, diagnosis techniques, and therapies. Amyloid plaques and tau neurofibrillary tangles are examples of abnormal protein clumps that accumulate in Alzheimer’s disease pathogenesis and cause synaptic dysfunction, neuronal death, and eventually cognitive impairment. Familial forms of Alzheimer’s disease have been linked to genetic mutations, including those in the APP, PSEN1, and PSEN2 genes.

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Publication Details

Published
2024-09-18
DOI
https://doi.org/10.1109/icosec61587.2024.10722351
Citations
2
Primary Topic
Brain Tumor Detection and Classification
Type
article
Field-Weighted Citation Impact
0.49
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article

Alzheimer’s Disease Recognition and Detection using Machine Learning

M. Anto Bennet, K. Anish Pon Yamini, Pouneh Pasha, K. J. Subha et al.
2 citations
Brain Tumor Detection and Classification
0.49
article

Alzheimer’s Disease Recognition and Detection using Machine Learning

M. Anto Bennet, K. Anish Pon Yamini, Pouneh Pasha, K. J. Subha, Josephine Pon Gloria Jeyaraj, C Vidhya
article en
2 citations

Abstract

Alzheimer’s disease is a neurological disorder marked by memory loss, diminished cognitive function, and difficulties with day-to-day activities. As the world’s population ages, Alzheimer’s disease has become a major public health concern. This review looks at what is now known about Alzheimer’s disease, including its causes, diagnosis techniques, and therapies. Amyloid plaques and tau neurofibrillary tangles are examples of abnormal protein clumps that accumulate in Alzheimer’s disease pathogenesis and cause synaptic dysfunction, neuronal death, and eventually cognitive impairment. Familial forms of Alzheimer’s disease have been linked to genetic mutations, including those in the APP, PSEN1, and PSEN2 genes.

Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology (IN)
Openalex Percentile: Top 33%
Brain Tumor Detection and Classification
0.49
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