Cargando…
Analysis of Features of Alzheimer’s Disease: Detection of Early Stage from Functional Brain Changes in Magnetic Resonance Images Using a Finetuned ResNet18 Network
One of the first signs of Alzheimer’s disease (AD) is mild cognitive impairment (MCI), in which there are small variants of brain changes among the intermediate stages. Although there has been an increase in research into the diagnosis of AD in its early levels of developments lately, brain changes,...
Autores principales: | Odusami, Modupe, Maskeliūnas, Rytis, Damaševičius, Robertas, Krilavičius, Tomas |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8230447/ https://www.ncbi.nlm.nih.gov/pubmed/34200832 http://dx.doi.org/10.3390/diagnostics11061071 |
Ejemplares similares
-
Reply to Nicholas et al. Using a ResNet-18 Network to Detect Features of Alzheimer’s Disease on Functional Magnetic Resonance Imaging: A Failed Replication. Comment on “Odusami et al. Analysis of Features of Alzheimer’s Disease: Detection of Early Stage from Functional Brain Changes in Magnetic Resonance Images Using a Finetuned ResNet18 Network. Diagnostics 2021, 11, 1071”
por: Odusami, Modupe, et al.
Publicado: (2022) -
Optimized Convolutional Fusion for Multimodal Neuroimaging in Alzheimer’s Disease Diagnosis: Enhancing Data Integration and Feature Extraction
por: Odusami, Modupe, et al.
Publicado: (2023) -
An Intelligent System for Early Recognition of Alzheimer’s Disease Using Neuroimaging
por: Odusami, Modupe, et al.
Publicado: (2022) -
Pareto Optimized Adaptive Learning with Transposed Convolution for Image Fusion Alzheimer’s Disease Classification
por: Odusami, Modupe, et al.
Publicado: (2023) -
A Mobile Application for Smart Computer-Aided Self-Administered Testing of Cognition, Speech, and Motor Impairment
por: Lauraitis, Andrius, et al.
Publicado: (2020)