Alzheimer's detection based on segmentation of MRI image

KS Biju, SS Alfa, K Lal, A Antony, MK Akhil - Procedia computer science, 2017 - Elsevier
In recent years, digital medical imaging technology has opened its door to the community. In
this paper we provide a software solution for detecting the brain abnormalities for detection …

Comparative efficacy of histogram-based local descriptors and CNNs in the MRI-based multidimensional feature space for the differential diagnosis of Alzheimer's …

E Avots, AA Jafari, C Ozcinar, G Anbarjafari… - Signal, Image and Video …, 2024 - Springer
The utilisation of magnetic resonance imaging (MRI) images for the automated detection of
Alzheimer's disease has garnered significant attention in recent years. This interest stems …

A comparative study of brain volume changes in Alzheimer's disease using MRI scans

R Alattas, BD Barkana - 2015 Long Island Systems …, 2015 - ieeexplore.ieee.org
Alzheimer's (AD) is the most common form of dementia that negatively affects memory,
thinking, behavior, and intellectual abilities in one's daily life. The risk of AD increases with …

Identification of Alzheimer's Disease Using Principal Component Analysis-Based Data Mining Techniques

T Jemima Jebaseeli, D Jasmine David… - … Technologies for Big …, 2022 - Springer
Alzheimer's disease (AD) impairs thinking and cognition while further lowering one's quality
of life. Data mining techniques are gaining traction in the medical profession for computer …

Critical Evaluation of Different Biomarkers and Machine-Learning-Based Approaches to Identify Dementia Disease in Early Stages

G Gimhani, AC Aponso, N Krishnarajah - Fourth International Congress on …, 2020 - Springer
Dementia is the loss of cognitive functioning and behavioural abilities to some extent. This is
a major neurocognitive disorder which is a group of symptoms caused by other different …

Critical Evaluation of Different Biomarkers and Machine-Learning-Based Approaches

G Gimhani, AC Aponso… - … International Congress on …, 2019 - books.google.com
Dementia is the loss of cognitive functioning and behavioural abilities to some extent. This is
a major neurocognitive disorder which is a group of symptoms caused by other different …