Comprehensive Systematic Computation on Alzheimer's Disease Classification

P Upadhyay, P Tomar, SP Yadav - Archives of Computational Methods in …, 2024 - Springer
Alzheimer's disease (AD) is a degenerative neurological ailment that progressively affects a
large number of individuals globally. Timely and precise diagnosis of this ailment is crucial …

A federated learning model based on hardware acceleration for the early detection of alzheimer's disease

K Khalil, MMR Khan Mamun, A Sherif, MS Elsersy… - Sensors, 2023 - mdpi.com
Alzheimer's disease (AD) is a progressive illness with a slow start that lasts many years; the
disease's consequences are devastating to the patient and the patient's family. If detected …

A Review on Machine Learning Approaches for Diagnosis of Alzheimer's Disease and Mild Cognitive Impairment Based on Brain MRI

H Givian, JP Calbimonte - IEEE Access, 2024 - ieeexplore.ieee.org
Alzheimer's disease is a progressive disease for which researchers have yet to discover the
main cause, but believe it probably involves a combination of age-related changes in the …

Detection of Alzheimer's disease using Otsu thresholding with tunicate swarm algorithm and deep belief network

P Ganesan, GP Ramesh, P Falkowski-Gilski… - Frontiers in …, 2024 - frontiersin.org
Introduction: Alzheimer's Disease (AD) is a degenerative brain disorder characterized by
cognitive and memory dysfunctions. The early detection of AD is necessary to reduce the …

A regularized volumetric ConvNet based Alzheimer detection using T1-weighted MRI images

N Goenka, AK Sharma, S Tiwari, N Singh… - Cogent …, 2024 - Taylor & Francis
Alzheimer's disease is a gradual neurodegenerative condition affecting the brain, causing a
decline in cognitive function by progressively damaging nerve cells over time. While a cure …

[HTML][HTML] Effects of mixed metal exposures on MRI diffusion features in the medial temporal lobe

EY Lee, J Kim, JM Prado-Rico, G Du, MM Lewis… - medRxiv, 2023 - ncbi.nlm.nih.gov
Background: Environmental exposure to metal mixtures is common and may be associated
with increased risk for neurodegenerative disorders including Alzheimer's disease …

Alzheimer's Disease Diagnosis-A Critical Appraisal of Technique

RS Athira, J Charles - … 1st International Conference on Trends in …, 2024 - ieeexplore.ieee.org
Alzheimer's disease (AD), a progressive neurological disorder primarily affecting the elderly
populations, underscores the importance of early identification to manage its adverse …

Alzheimer's disease (AD) classification using MRI: A deep ensemble model with modified local pattern feature set

R RS, SV Pede, R Kharat, G GS… - Intelligent Decision … - content.iospress.com
The Alzheimer disease (AD) is a neurologic brain condition, which affects the cells in the
brain and eventually renders a 16 patient incapable of performing routine daily tasks. Due to …