Introduction to Alzheimer's Disease, Biomarkers, and the AI Revolution

B Yingngam - AI-Driven Alzheimer's Disease Detection and …, 2024 - igi-global.com
Alzheimer's disease (AD) is a progressive neurodegenerative disease that results in a
steady decline in cognitive ability and memory function. As society ages, the need for an …

Deep neural networks for the early diagnosis of dementia and Alzheimer's disease from MRI images

Q Wang - Evolving Systems, 2024 - Springer
Early diagnosis methods of Alzheimer's disease seem to be necessary due to the high costs
of care and treatment, the indeterminacy of existing treatment methods, and the worrying …

A novel approach to dementia prediction of DTI markers using BALI, LIBRA, and machine learning techniques

A Akbarifar, A Maghsoudpour, F Mohammadian… - The European Physical …, 2024 - Springer
Early prediction of dementia and disease progression remains challenging. This study
presents a novel machine learning framework for dementia diagnosis by integrating …

[HTML][HTML] Multimodal dementia identification using lifestyle and brain lesions, a machine learning approach

A Akbarifar, A Maghsoudpour, F Mohammadian… - AIP Advances, 2024 - pubs.aip.org
Dementia diagnosis often relies on expensive and invasive neuroimaging techniques that
limit access to early screening. This study proposes an innovative approach for facilitating …

Ethical and Privacy Considerations in AI-Driven AD Research

MA Matheen, Z Hasan, AK Lodhi… - AI-Driven Alzheimer's …, 2024 - igi-global.com
The advancement of artificial intelligence (AI) has brought on sizeable inclinations in
scientific research, especially in the subject of Alzheimer's disease (AD). As AI maintains to …

Integrating Genomic Data and Genetic Risk Factors With AI for Predicting Susceptibility to Alzheimer's Disease

N Parveen, D Vidyabharathi, N Shaik - AI-Driven Alzheimer's …, 2024 - igi-global.com
Alzheimer's disease (AD) is a complicated neurodegenerative disease that has a vast effect
on people, families, and society. despite a long time of research, there is no effective …

AI for Early Disease Detection: Developing models for early diagnosis of diseases like cancer or Alzheimer's using biomarkers and imaging data

A Freek, A Elgalb, M Gerges - Journal of AI-Powered Medical Innovations …, 2024 - japmi.org
The early detection of diseases such as cancer and Alzheimer's is pivotal to improving
patient outcomes, enhancing survival rates, and reducing healthcare costs. Traditional …