[HTML][HTML] Machine Learning Driven by Magnetic Resonance Imaging for the Classification of Alzheimer Disease Progression: Systematic Review and Meta-Analysis
G Battineni, N Chintalapudi, F Amenta - JMIR aging, 2024 - aging.jmir.org
Background To diagnose Alzheimer disease (AD), individuals are classified according to the
severity of their cognitive impairment. There are currently no specific causes or conditions for …
severity of their cognitive impairment. There are currently no specific causes or conditions for …
Advancements in Alzheimer's disease classification using deep learning frameworks for multimodal neuroimaging: A comprehensive review
P Upadhyay, P Tomar, SP Yadav - Computers and Electrical Engineering, 2024 - Elsevier
Over the past years, Alzheimer's disease has emerged as a serious concern for people's
health. Researchers are facing challenges in effectively categorizing and diagnosing the …
health. Researchers are facing challenges in effectively categorizing and diagnosing the …
Investigating the potential of reinforcement learning and deep learning in improving Alzheimer's disease classification
Alzheimer's disease (AD) is a progressive neurological disease that affects millions of
people worldwide, highlighting the importance of early and accurate diagnosis for effective …
people worldwide, highlighting the importance of early and accurate diagnosis for effective …
A Deep Learning System for Detecting Cardiomegaly Disease Based on CXR Image
SE Sorour, AA Wafa, AA Abohany… - International Journal of …, 2024 - Wiley Online Library
The potential of technology to revolutionize healthcare is exemplified by the synergy
between artificial intelligence (AI) and early detection of cardiomegaly, demonstrating the …
between artificial intelligence (AI) and early detection of cardiomegaly, demonstrating the …
Computer-aided diagnosis of Alzheimer's disease and neurocognitive disorders with multimodal Bi-Vision Transformer (BiViT)
Cognitive disorders affect various cognitive functions that can have a substantial impact on
individual's daily life. Alzheimer's disease (AD) is one of such well-known cognitive …
individual's daily life. Alzheimer's disease (AD) is one of such well-known cognitive …
DCA-Enhanced Alzheimer's detection with shearlet and deep learning integration
S Alinsaif - Computers in Biology and Medicine, 2025 - Elsevier
Alzheimer's dementia (AD) is a neurodegenerative disorder that affects the central nervous
system, causing the cells to stop working or die. The quality of life for individuals with AD …
system, causing the cells to stop working or die. The quality of life for individuals with AD …
Applications of deep learning in Alzheimer's disease: a systematic literature review of current trends, methodologies, challenges, innovations, and future directions
S Toumaj, A Heidari, R Shahhosseini… - Artificial Intelligence …, 2024 - Springer
Alzheimer's Disease (AD) constitutes a significant global health issue. In the next 40 years, it
is expected to affect 106 million people. Although more and more people are getting AD …
is expected to affect 106 million people. Although more and more people are getting AD …
Effective Alzheimer's disease detection using enhanced Xception blending with snapshot ensemble
Abstract Alzheimer's disease (AD), a prevalent neurodegenerative disorder, leads to
progressive dementia, which impairs decision-making, problem-solving, and …
progressive dementia, which impairs decision-making, problem-solving, and …
Prediction of Alzheimer's disease stages based on ResNet-Self-attention architecture with Bayesian optimization and best features selection
Alzheimer's disease (AD) is a neurodegenerative illness that impairs cognition, function, and
behavior by causing irreversible damage to multiple brain areas, including the …
behavior by causing irreversible damage to multiple brain areas, including the …
Fractional gradient optimized explainable convolutional neural network for Alzheimer's disease diagnosis
Alzheimer's is one of the brain syndromes that steadily affects the brain memory. The early
stage of Alzheimer's disease (AD) is referred to as mild cognitive impairment (MCI), and the …
stage of Alzheimer's disease (AD) is referred to as mild cognitive impairment (MCI), and the …