[PDF][PDF] Predicting Alzheimer's Disease Using Artificial Intelligence and Machine Learning: A Comprehensive Analysis

MG Sekhar - files.osf.io
Alzheimer's disease (AD) is a significant global health challenge, characterized by
progressive neurodegeneration leading to severe cognitive decline. Early diagnosis of AD is …

A Comparative Survey of Machine Learning Approaches for Alzheimer's Disease Prediction and Detection

MV Shilka, R Subhashini - 2024 3rd International Conference …, 2024 - ieeexplore.ieee.org
Alzheimer's disease (AD) is a neurological illness that affects a large proportion of the senior
population. Early detection and prognosis are crucial for improving patient care and …

Overview of Artificial Intelligence Methods for Alzheimer's Disease Prediction and Progression

C Comito, C Pizzuti, M Sammarra - 2023 17th International …, 2023 - ieeexplore.ieee.org
Years of dedicated experimental and clinical investigations have shed light on numerous
aspects of Alzheimer's disease (AD) pathogenesis. However, the are still many facets and …

Advancements in Predictive Modeling of Alzheimer's Disease: A Machine Learning Approach Integrating Biomarkers and Neuroimaging Data

SS Khan, S Patil - SAMRIDDHI: A Journal of Physical Sciences …, 2023 - smsjournals.com
Alzheimer's disease (AD) is a progressive neurodegenerative disorder characterized by
cognitive decline and memory loss, affecting millions of individuals worldwide. Early and …

[PDF][PDF] Alzheimer Analysis Using Machine Learning and Deep Learning Techniques

M ROY - researchgate.net
This study explores the application of Machine Learning (ML) and Deep Learning (DL)
architectures for the early detection of Alzheimer's disease. A comprehensive analysis is …

Comprehensive overview of Alzheimer's disease utilizing Machine Learning approaches

R Kumar, C Azad - Multimedia Tools and Applications, 2024 - Springer
Alzheimer's disease is a common and complex brain disorder that primarily affects the
elderly. Because it is progressing and has few effective therapies, it requires a thorough …

Prediction Of Mild Cognitive Impairment to Alzheimer's Disease Conversion Via Machine Learning

GT Chen - Highlights in Science, Engineering and Technology, 2024 - drpress.org
Alzheimer's Disease (AD) is a progressive neurodegenerative condition characterized by
deterioration of cognitive functions. Although there does not exist a cure for AD, early …

MRIAD: A Pre-clinical Prevalence Study on Alzheimer's Disease Prediction Through Machine Learning Classifiers

J Loba, MR Mia, I Mahmud, MJN Mahi… - … Conference on Deep …, 2023 - Springer
Alzheimer's disease (AD) is a neurological illness that worsens with time. The aged
population has expanded in recent years, as has the prevalence of geriatric illnesses. There …

[HTML][HTML] Early prediction of Alzheimer's disease using convolutional neural network: a review

V Patil, M Madgi, A Kiran - The Egyptian Journal of Neurology, Psychiatry …, 2022 - Springer
In this paper, a comprehensive review on Alzheimer's disease (AD) is carried out, and an
exploration of the two machine learning (ML) methods that help to identify the disease in its …

[HTML][HTML] Artificial intelligence for Alzheimer's disease: promise or challenge?

C Fabrizio, A Termine, C Caltagirone, G Sancesario - Diagnostics, 2021 - mdpi.com
Decades of experimental and clinical research have contributed to unraveling many
mechanisms in the pathogenesis of Alzheimer's disease (AD), but the puzzle is still …