Cargando…

Analysis and Classification of Hepatitis Infections Using Raman Spectroscopy and Multiscale Convolutional Neural Networks

Hepatitis infections represent a major health concern worldwide. Numerous computer-aided approaches have been devised for the early detection of hepatitis. In this study, we propose a method for the analysis and classification of cases of hepatitis-B virus ( HBV), hepatitis-C virus (HCV), and health...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhao, Y., Tian, Sh., Yu, L., Zhang, Zh., Zhang, W.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Springer US 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8099702/ https://www.ncbi.nlm.nih.gov/pubmed/33972806 http://dx.doi.org/10.1007/s10812-021-01192-6

Ejemplares similares

Multiscale Convolutional Neural Networks with Attention for Plant Species Recognition
por: Wang, Xianfeng, et al.
Publicado: (2021)

A Parallel Multiscale Filter Bank Convolutional Neural Networks for Motor Imagery EEG Classification
por: Wu, Hao, et al.
Publicado: (2019)

Raman spectroscopy and convolutional neural networks for monitoring biochemical radiation response in breast tumour xenografts
por: Fuentes, Alejandra M., et al.
Publicado: (2023)

RamanNet: a lightweight convolutional neural network for bacterial identification based on Raman spectra
por: Zhou, Bo, et al.
Publicado: (2022)

A Hyperspectral Image Classification Method Based on the Nonlocal Attention Mechanism of a Multiscale Convolutional Neural Network
por: Li, Mingtian, et al.
Publicado: (2023)

Multiscale Hybrid Convolutional Deep Neural Networks with Channel Attention
por: Yang, Hua, et al.
Publicado: (2022)

Dense Convolutional Neural Network for Identification of Raman Spectra
por: Zhou, Wei, et al.
Publicado: (2023)

Fault Diagnosis for Rotating Machinery Using Multiscale Permutation Entropy and Convolutional Neural Networks
por: Li, Hongmei, et al.
Publicado: (2020)

A Deep Learning Approach for Brain Tumor Classification and Segmentation Using a Multiscale Convolutional Neural Network
por: Díaz-Pernas, Francisco Javier, et al.
Publicado: (2021)

Classification Modeling Method for Near-Infrared Spectroscopy of Tobacco Based on Multimodal Convolution Neural Networks
por: Zhang, Lei, et al.
Publicado: (2020)

Rapid Diagnosis of Ductal Carcinoma In Situ and Breast Cancer Based on Raman Spectroscopy of Serum Combined with Convolutional Neural Network
por: Wang, Xianglei, et al.
Publicado: (2023)

Convolutional Neural Network with Multiscale Fusion and Attention Mechanism for Skin Diseases Assisted Diagnosis
por: Li, Zhong, et al.
Publicado: (2022)

Deeply-recursive convolutional neural network for Raman spectra identification
por: Zhou, Wei, et al.
Publicado: (2022)

Classification of Food Additives Using UV Spectroscopy and One-Dimensional Convolutional Neural Network
por: Potărniche, Ioana-Adriana, et al.
Publicado: (2023)

FabNet: A Features Agglomeration-Based Convolutional Neural Network for Multiscale Breast Cancer Histopathology Images Classification
por: Amin, Muhammad Sadiq, et al.
Publicado: (2023)

Image Fusion and Stylization Processing Based on Multiscale Transformation and Convolutional Neural Network
por: Xu, Qingzeng
Publicado: (2022)

A Convolutional Neural Network and Graph Convolutional Network Based Framework for AD Classification
por: Lin, Lan, et al.
Publicado: (2023)

Polarized Micro-Raman Spectroscopy and 2D Convolutional Neural Network Applied to Structural Analysis and Discrimination of Breast Cancer
por: Shang, Linwei, et al.
Publicado: (2022)

Bearing-Fault Diagnosis with Signal-to-RGB Image Mapping and Multichannel Multiscale Convolutional Neural Network
por: Xu, Ming, et al.
Publicado: (2022)

Multiscale Convolutional Neural Network Based on Channel Space Attention for Gearbox Compound Fault Diagnosis
por: Xu, Qinghong, et al.
Publicado: (2023)

Analysis and classification of kidney stones based on Raman spectroscopy
por: Cui, Xiaoyu, et al.
Publicado: (2018)

Gas Classification Using Deep Convolutional Neural Networks
por: Peng, Pai, et al.
Publicado: (2018)

Convolutional neural networks improve fungal classification
por: Vu, Duong, et al.
Publicado: (2020)

Multi-view classification with convolutional neural networks
por: Seeland, Marco, et al.
Publicado: (2021)

DMCNN: A Deep Multiscale Convolutional Neural Network Model for Medical Image Segmentation
por: Teng, Lin, et al.
Publicado: (2019)

Optimization Algorithm of Moving Object Detection Using Multiscale Pyramid Convolutional Neural Networks
por: Yang, Zhe, et al.
Publicado: (2023)

Covid-19 classification by FGCNet with deep feature fusion from graph convolutional network and convolutional neural network
por: Wang, Shui-Hua, et al.
Publicado: (2021)

Hypermixed Convolutional Neural Network for Retinal Vein Occlusion Classification
por: Zhang, Guanghua, et al.
Publicado: (2022)

Electrocardiogram Classification Based on Faster Regions with Convolutional Neural Network
por: Ji, Yinsheng, et al.
Publicado: (2019)

Multiscale Convolutional Network for Repairing Coal Slime Foam Images
por: Huang, Xianwu, et al.
Publicado: (2023)

Insect Detection and Classification Based on an Improved Convolutional Neural Network
por: Xia, Denan, et al.
Publicado: (2018)

Interpatient ECG Heartbeat Classification with an Adversarial Convolutional Neural Network
por: Zhang, Jing, et al.
Publicado: (2021)

Hierarchical dynamic convolutional neural network for laryngeal disease classification
por: Wang, Shaoli, et al.
Publicado: (2022)

Convolution neural network with batch normalization and inception-residual modules for Android malware classification
por: Liu, TianYue, et al.
Publicado: (2022)

Automatic Classification Framework of Tongue Feature Based on Convolutional Neural Networks
por: Li, Jiawei, et al.
Publicado: (2022)

Retracted: Optimization Algorithm of Moving Object Detection Using Multiscale Pyramid Convolutional Neural Networks
por: Intelligence and Neuroscience, Computational
Publicado: (2023)

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

Hybrid Pyramid Convolutional Network for Multiscale Face Detection
por: Hou, Shaoqi, et al.
Publicado: (2021)

Atrial fibrillation classification based on convolutional neural networks
por: Lee, Kwang-Sig, et al.
Publicado: (2019)

Correction: Multi-view classification with convolutional neural networks
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_q3tba6tald2a2g72hf3dgetp29