Cargando…

Alzheimer's Disease Classification Based on Image Transformation and Features Fusion

It has become an inevitable trend for medical personnel to analyze and diagnose Alzheimer's disease (AD) in different stages by combining functional magnetic resonance imaging (fMRI) and artificial intelligence technologies such as deep learning in the future. In this paper, a classification me...

Descripción completa

Detalles Bibliográficos
Autores principales:	Jia, Hongfei, Wang, Yu, Duan, Yifan, Xiao, Hongbing
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2021
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8727120/ https://www.ncbi.nlm.nih.gov/pubmed/34992676 http://dx.doi.org/10.1155/2021/9624269

Ejemplares similares

Double-branch feature fusion transformer for hyperspectral image classification
por: Dang, Lanxue, et al.
Publicado: (2023)

Brain MR Image Classification for Alzheimer's Disease Diagnosis Based on Multifeature Fusion
por: Xiao, Zhe, et al.
Publicado: (2017)

Colorful Image Colorization with Classification and Asymmetric Feature Fusion
por: Wang, Zhiyuan, et al.
Publicado: (2022)

A Vaginitis Classification Method Based on Multi-Spectral Image Feature Fusion
por: Zhao, Kongya, et al.
Publicado: (2022)

Multi-Focus Image Fusion Based on Convolution Neural Network for Parkinson’s Disease Image Classification
por: Dai, Yin, et al.
Publicado: (2021)

Feature augmentation based on information fusion rectification for few-shot image classification
por: Wang, Hang, et al.
Publicado: (2023)

Saliency-Guided Nonsubsampled Shearlet Transform for Multisource Remote Sensing Image Fusion
por: Li, Liangliang, et al.
Publicado: (2021)

Semi-Supervised Feature Transformation for Tissue Image Classification
por: Watanabe, Kenji, et al.
Publicado: (2016)

Pareto Optimized Adaptive Learning with Transposed Convolution for Image Fusion Alzheimer’s Disease Classification
por: Odusami, Modupe, et al.
Publicado: (2023)

Multiscale High-Level Feature Fusion for Histopathological Image Classification
por: Lai, ZhiFei, et al.
Publicado: (2017)

Personality Classification of Social Users Based on Feature Fusion
por: Wang, Xiujuan, et al.
Publicado: (2021)

Deep Feature Fusion and Optimization-Based Approach for Stomach Disease Classification
por: Mohammad, Farah, et al.
Publicado: (2022)

A CNN-transformer fusion network for COVID-19 CXR image classification
por: Cao, Kai, et al.
Publicado: (2022)

A Hyperspectral Image Classification Approach Based on Feature Fusion and Multi-Layered Gradient Boosting Decision Trees
por: Xu, Shenyuan, et al.
Publicado: (2020)

WBC-AMNet: Automatic classification of WBC images using deep feature fusion network based on focalized attention mechanism
por: Wang, Ziyi, et al.
Publicado: (2022)

Medical Image Classification Based on Deep Features Extracted by Deep Model and Statistic Feature Fusion with Multilayer Perceptron(‬)
por: Lai, ZhiFei, et al.
Publicado: (2018)

Adaptive Fusion Based Method for Imbalanced Data Classification
por: Liang, Zefeng, et al.
Publicado: (2022)

Classification of brain disease in magnetic resonance images using two-stage local feature fusion
por: Li, Tao, et al.
Publicado: (2017)

A Novel Multi-Feature Fusion Method for Classification of Gastrointestinal Diseases Using Endoscopy Images
por: Ramamurthy, Karthik, et al.
Publicado: (2022)

Robust classification of heart valve sound based on adaptive EMD and feature fusion
por: Wang, Weibo, et al.
Publicado: (2022)

Thyroid Nodule Classification in Ultrasound Images by Fusion of Conventional Features and Res-GAN Deep Features
por: Hang, Yuan
Publicado: (2021)

Multiscale Feature Fusion for Skin Lesion Classification
por: Wang, Gang, et al.
Publicado: (2023)

TransMed: Transformers Advance Multi-Modal Medical Image Classification
por: Dai, Yin, et al.
Publicado: (2021)

An Ensemble-of-Classifiers Based Approach for Early Diagnosis of Alzheimer's Disease: Classification Using Structural Features of Brain Images
por: Farhan, Saima, et al.
Publicado: (2014)

Multi-Modal Feature Selection with Feature Correlation and Feature Structure Fusion for MCI and AD Classification
por: Jiao, Zhuqing, et al.
Publicado: (2022)

Asymmetric coordinate attention spectral-spatial feature fusion network for hyperspectral image classification
por: Cheng, Shuli, et al.
Publicado: (2021)

Multi-Label Fundus Image Classification Using Attention Mechanisms and Feature Fusion
por: Li, Zhenwei, et al.
Publicado: (2022)

A Multi-Layer Feature Fusion Method for Few-Shot Image Classification
por: Gomes, Jacó C., et al.
Publicado: (2023)

Breast Cancer Classification from Ultrasound Images Using Probability-Based Optimal Deep Learning Feature Fusion
por: Jabeen, Kiran, et al.
Publicado: (2022)

Siamese hierarchical feature fusion transformer for efficient tracking
por: Dai, Jiahai, et al.
Publicado: (2022)

Localized instance fusion of MRI data of Alzheimer’s disease for classification based on instance transfer ensemble learning
por: Tan, Xiaoheng, et al.
Publicado: (2018)

TransEffiDet: Aircraft Detection and Classification in Aerial Images Based on EfficientDet and Transformer
por: Wang, Yanfeng, et al.
Publicado: (2022)

Computer Aided Classification of Neuroblastoma Histological Images Using Scale Invariant Feature Transform with Feature Encoding
por: Gheisari, Soheila, et al.
Publicado: (2018)

Emotion Assessment Using Feature Fusion and Decision Fusion Classification Based on Physiological Data: Are We There Yet?
por: Bota, Patrícia, et al.
Publicado: (2020)

Lyme rashes disease classification using deep feature fusion technique
por: Ali, Ghulam, et al.
Publicado: (2023)

Olfactory and Imaging Features in Atypical Alzheimer’s Disease
por: Huihong, Zhang, et al.
Publicado: (2018)

Feature-Based Fusion Using CNN for Lung and Heart Sound Classification †
por: Tariq, Zeenat, et al.
Publicado: (2022)

Feature fusion network based on few-shot fine-grained classification
por: Yang, Yajie, et al.
Publicado: (2023)

Hippocampus Segmentation-Based Alzheimer’s Disease Diagnosis and Classification of MRI Images
por: Balasundaram, A., et al.
Publicado: (2023)

Research on Waste Plastics Classification Method Based on Multi-Scale Feature Fusion
por: Cai, Zhenxing, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_vmgl9me2l8tbab79k7sk8qro42