Neuroimaging and machine learning for dementia diagnosis: recent advancements and future prospects
Dementia, a chronic and progressive cognitive declination of brain function caused by
disease or impairment, is becoming more prevalent due to the aging population. A major …
disease or impairment, is becoming more prevalent due to the aging population. A major …
Artificial intelligence-based diagnosis of Alzheimer's disease with brain MRI images
Z Yao, H Wang, W Yan, Z Wang, W Zhang… - European Journal of …, 2023 - Elsevier
Alzheimer's disease, a primary neurodegenerative condition, predominantly impacts the
elderly and pre-elderly population. This progressive neurological disorder is characterized …
elderly and pre-elderly population. This progressive neurological disorder is characterized …
Harnessing the power of machine learning in dementia informatics research: Issues, opportunities, and challenges
Dementia is a chronic and degenerative condition affecting millions globally. The care of
patients with dementia presents an ever-continuing challenge to healthcare systems in the …
patients with dementia presents an ever-continuing challenge to healthcare systems in the …
Detection of Alzheimer's disease and dementia states based on deep learning from MRI images: a comprehensive review
Many studies have been conducted to examine abnormal conditions in brain structures and
to detect Alzheimer's and Dementia states using features derived from medical images …
to detect Alzheimer's and Dementia states using features derived from medical images …
[HTML][HTML] A deep learning framework for early diagnosis of Alzheimer's disease on MRI images
Numerous medical studies have shown that Alzheimer's disease (AD) was present decades
before the clinical diagnosis of dementia. As a result of the development of these studies …
before the clinical diagnosis of dementia. As a result of the development of these studies …
[HTML][HTML] Brain MRI analysis for Alzheimer's disease diagnosis using an ensemble system of deep convolutional neural networks
Alzheimer's disease is an incurable, progressive neurological brain disorder. Earlier
detection of Alzheimer's disease can help with proper treatment and prevent brain tissue …
detection of Alzheimer's disease can help with proper treatment and prevent brain tissue …
[HTML][HTML] Deep learning in Alzheimer's disease: diagnostic classification and prognostic prediction using neuroimaging data
Deep learning, a state-of-the-art machine learning approach, has shown outstanding
performance over traditional machine learning in identifying intricate structures in complex …
performance over traditional machine learning in identifying intricate structures in complex …
Deep learning based pipelines for Alzheimer's disease diagnosis: a comparative study and a novel deep-ensemble method
A Loddo, S Buttau, C Di Ruberto - Computers in biology and medicine, 2022 - Elsevier
Background Alzheimer's disease is a chronic neurodegenerative disease that destroys brain
cells, causing irreversible degeneration of cognitive functions and dementia. Its causes are …
cells, causing irreversible degeneration of cognitive functions and dementia. Its causes are …
[HTML][HTML] Early detection of Alzheimer's disease based on the state-of-the-art deep learning approach: a comprehensive survey
Alzheimer's disease (AD) is a form of brain disorder that causes functions' loss in a person's
daily activity. Due to the tremendous progress of Alzheimer's patients and the lack of …
daily activity. Due to the tremendous progress of Alzheimer's patients and the lack of …
A robust and clinically applicable deep learning model for early detection of Alzheimer's
Alzheimer's disease, often known as dementia, is a severe neurodegenerative disorder that
causes irreversible memory loss by destroying brain cells. People die because there is no …
causes irreversible memory loss by destroying brain cells. People die because there is no …