Cargando…

Transfer Learning Using Convolutional Neural Network Architectures for Brain Tumor Classification from MRI Images

Brain tumor classification is very important in medical applications to develop an effective treatment. In this paper, we use brain contrast-enhanced magnetic resonance images (CE-MRI) benchmark dataset to classify three types of brain tumor (glioma, meningioma and pituitary). Due to the small numbe...

Descripción completa

Detalles Bibliográficos
Autores principales:	Chelghoum, Rayene, Ikhlef, Ameur, Hameurlaine, Amina, Jacquir, Sabir
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	2020
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7256397/ http://dx.doi.org/10.1007/978-3-030-49161-1_17

Ejemplares similares

Enhanced brain tumor classification using graph convolutional neural network architecture
por: Ravinder, M., et al.
Publicado: (2023)

An Efficient Methodology for Brain MRI Classification Based on DWT and Convolutional Neural Network
por: Fayaz, Muhammad, et al.
Publicado: (2021)

Classification and Visualization of Alzheimer’s Disease using Volumetric Convolutional Neural Network and Transfer Learning
por: Oh, Kanghan, et al.
Publicado: (2019)

Bangladeshi Native Vehicle Classification Based on Transfer Learning with Deep Convolutional Neural Network
por: Hasan, Md Mahibul, et al.
Publicado: (2021)

A Transfer Learning Approach with a Convolutional Neural Network for the Classification of Lung Carcinoma
por: Humayun, Mamoona, et al.
Publicado: (2022)

Voice disorder classification using convolutional neural network based on deep transfer learning
por: Peng, Xiangyu, et al.
Publicado: (2023)

Bayesian Depth-Wise Convolutional Neural Network Design for Brain Tumor MRI Classification
por: Ekong, Favour, et al.
Publicado: (2022)

Resting State fMRI Functional Connectivity-Based Classification Using a Convolutional Neural Network Architecture
por: Meszlényi, Regina J., et al.
Publicado: (2017)

Comparative study of convolutional neural network architectures for gastrointestinal lesions classification
por: Cuevas-Rodriguez, Erik O., et al.
Publicado: (2023)

A deep graph convolutional neural network architecture for graph classification
por: Zhou, Yuchen, et al.
Publicado: (2023)

Multimodal MRI-based classification of migraine: using deep learning convolutional neural network
por: Yang, Hao, et al.
Publicado: (2018)

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning
Publicado: (2016)

Deep learning‐based convolutional neural network for intramodality brain MRI synthesis
por: Osman, Alexander F. I., et al.
Publicado: (2022)

Effectiveness of transfer learning for enhancing tumor classification with a convolutional neural network on frozen sections
por: Kim, Young-Gon, et al.
Publicado: (2020)

Classification of age-related macular degeneration using convolutional-neural-network-based transfer learning
por: Chen, Yao-Mei, et al.
Publicado: (2021)

Classification of Cardiomyopathies from MR Cine Images Using Convolutional Neural Network with Transfer Learning
por: Germain, Philippe, et al.
Publicado: (2021)

Classification of Heart Sounds Using Chaogram Transform and Deep Convolutional Neural Network Transfer Learning
por: Harimi, Ali, et al.
Publicado: (2022)

Effect of data leakage in brain MRI classification using 2D convolutional neural networks
por: Yagis, Ekin, et al.
Publicado: (2021)

Refined Automatic Brain Tumor Classification Using Hybrid Convolutional Neural Networks for MRI Scans
por: AlTahhan, Fatma E., et al.
Publicado: (2023)

Brain Tumor Classification from MRI Using Image Enhancement and Convolutional Neural Network Techniques
por: Rasheed, Zahid, et al.
Publicado: (2023)

An MRI Scans-Based Alzheimer’s Disease Detection via Convolutional Neural Network and Transfer Learning
por: Chui, Kwok Tai, et al.
Publicado: (2022)

Learning in Convolutional Neural Networks Accelerated by Transfer Entropy
por: Moldovan, Adrian, et al.
Publicado: (2021)

Brain Network Analysis and Classification Based on Convolutional Neural Network
por: Meng, Lu, et al.
Publicado: (2018)

Micro-Doppler Based Classification of Human Aquatic Activities via Transfer Learning of Convolutional Neural Networks
por: Park, Jinhee, et al.
Publicado: (2016)

Author Correction: Classification and Visualization of Alzheimer’s Disease using Volumetric Convolutional Neural Network and Transfer Learning
por: Oh, Kanghan, et al.
Publicado: (2020)

Evaluation of transfer learning in deep convolutional neural network models for cardiac short axis slice classification
por: Ho, Namgyu, et al.
Publicado: (2021)

A 3D-2D Convolutional Neural Network and Transfer Learning for Hyperspectral Image Classification
por: Nyabuga, Douglas Omwenga, et al.
Publicado: (2021)

Transfer learning in a deep convolutional neural network for implant fixture classification: A pilot study
por: Kim, Hak-Sun, et al.
Publicado: (2022)

Transfer learning‐trained convolutional neural networks identify novel MRI biomarkers of Alzheimer's disease progression
por: Li, Yi, et al.
Publicado: (2021)

TextConvoNet: a convolutional neural network based architecture for text classification
por: Soni, Sanskar, et al.
Publicado: (2022)

Classification of scanning electron microscope images of pharmaceutical excipients using deep convolutional neural networks with transfer learning
por: Iwata, Hiroaki, et al.
Publicado: (2022)

Classification of White Blood Cells: A Comprehensive Study Using Transfer Learning Based on Convolutional Neural Networks
por: Tamang, Thinam, et al.
Publicado: (2022)

Multi-Classification of Brain Tumor MRI Images Using Deep Convolutional Neural Network with Fully Optimized Framework
por: Irmak, Emrah
Publicado: (2021)

An Efficient Multi-Scale Convolutional Neural Network Based Multi-Class Brain MRI Classification for SaMD
por: Yazdan, Syed Ali, et al.
Publicado: (2022)

Cancerous and Non-Cancerous Brain MRI Classification Method Based on Convolutional Neural Network and Log-Polar Transformation
por: Jibon, Ferdaus Anam, et al.
Publicado: (2022)

A multilayer-multiplexer network processing scheme based on the dendritic integration in a single neuron
por: Lorenzo, Jhunlyn, et al.
Publicado: (2022)

Classification of Subcortical Vascular Cognitive Impairment Using Single MRI Sequence and Deep Learning Convolutional Neural Networks
por: Wang, Yao, et al.
Publicado: (2019)

Noninvasive assessment of breast cancer molecular subtypes on multiparametric MRI using convolutional neural network with transfer learning
por: Yin, Haolin, et al.
Publicado: (2022)

Multi-Channel Convolutional Neural Networks Architecture Feeding for Effective EEG Mental Tasks Classification
por: Opałka, Sławomir, et al.
Publicado: (2018)

Architectural Distortion-Based Digital Mammograms Classification Using Depth Wise Convolutional Neural Network
por: Rehman, Khalil ur, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_8e09hoc5aks285itn17chlbv6p