Cargando…

CGENet: A Deep Graph Model for COVID-19 Detection Based on Chest CT

SIMPLE SUMMARY: This study proposes a new COVID-19 detection system called CGENet, based on computer vision and chest computed tomography images. First, an optimal backbone selection algorithm was proposed to determine the best backbone network for the CGENet adaptively. Then, we introduced a novel...

Descripción completa

Detalles Bibliográficos
Autores principales:	Lu, Si-Yuan, Zhang, Zheng, Zhang, Yu-Dong, Wang, Shui-Hua
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8773037/ https://www.ncbi.nlm.nih.gov/pubmed/35053031 http://dx.doi.org/10.3390/biology11010033

Ejemplares similares

MIDCAN: A multiple input deep convolutional attention network for Covid-19 diagnosis based on chest CT and chest X-ray
por: Zhang, Yu-Dong, et al.
Publicado: (2021)

GraphCovidNet: A graph neural network based model for detecting COVID-19 from CT scans and X-rays of chest
por: Saha, Pritam, et al.
Publicado: (2021)

Deep Transfer Learning for COVID-19 Detection and Lesion Recognition Using Chest CT Images
por: Zhang, Sai, et al.
Publicado: (2022)

Deep COVID DeteCT: an international experience on COVID-19 lung detection and prognosis using chest CT
por: Lee, Edward H., et al.
Publicado: (2021)

Retraction Note: GraphCovidNet: A graph neural network based model for detecting COVID-19 from CT scans and X-rays of chest
por: Saha, Pritam, et al.
Publicado: (2021)

ResGNet-C: A graph convolutional neural network for detection of COVID-19
por: Yu, Xiang, et al.
Publicado: (2021)

Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning
por: Alshazly, Hammam, et al.
Publicado: (2021)

Detection of Incidental Esophageal Cancers on Chest CT by Deep Learning
por: Sui, He, et al.
Publicado: (2021)

Detection of COVID-19 from CT and Chest X-ray Images Using Deep Learning Models
por: Zouch, Wassim, et al.
Publicado: (2022)

GraphXCOVID: Explainable deep graph diffusion pseudo-Labelling for identifying COVID-19 on chest X-rays
por: Aviles-Rivero, Angelica I., et al.
Publicado: (2022)

COVID-Nets: deep CNN architectures for detecting COVID-19 using chest CT scans
por: Alshazly, Hammam, et al.
Publicado: (2021)

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)

AI detection of mild COVID-19 pneumonia from chest CT scans
por: Yao, Jin-Cao, et al.
Publicado: (2021)

Deep Ensemble Model for COVID-19 Diagnosis and Classification Using Chest CT Images
por: Ragab, Mahmoud, et al.
Publicado: (2021)

A Deep Learning Ensemble Approach for Automated COVID-19 Detection from Chest CT Images
por: Zazzaro, Gaetano, et al.
Publicado: (2021)

CGNet: A graph-knowledge embedded convolutional neural network for detection of pneumonia
por: Yu, Xiang, et al.
Publicado: (2021)

Necessitating repeated chest CT in COVID-19 pneumonia
por: Li, Meng, et al.
Publicado: (2020)

Deep transfer learning based classification model for covid-19 using chest CT-scans
por: LAHSAINI, Ilyas, et al.
Publicado: (2021)

Deep Ensemble Learning-Based Models for Diagnosis of COVID-19 from Chest CT Images
por: Mouhafid, Mohamed, et al.
Publicado: (2022)

Serial Quantitative Chest CT Assessment of COVID-19: A Deep Learning Approach
por: Huang, Lu, et al.
Publicado: (2020)

A deep learning approach to characterize 2019 coronavirus disease (COVID-19) pneumonia in chest CT images
por: Ni, Qianqian, et al.
Publicado: (2020)

Chest CT Images for COVID-19: Radiologists and Computer-Based Detection
por: Dou, Qingli, et al.
Publicado: (2021)

CSGBBNet: An Explainable Deep Learning Framework for COVID-19 Detection
por: Yao, Xu-Jing, et al.
Publicado: (2021)

Automatic detection of COVID-19 from chest CT scan and chest X-Rays images using deep learning, transfer learning and stacking
por: Jangam, Ebenezer, et al.
Publicado: (2021)

The indispensable role of chest CT in the detection of coronavirus disease 2019 (COVID-19)
por: Liu, Jing, et al.
Publicado: (2020)

COVIDNet-CT: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases From Chest CT Images
por: Gunraj, Hayden, et al.
Publicado: (2020)

Deep neural network to detect COVID-19: one architecture for both CT Scans and Chest X-rays
por: Mukherjee, Himadri, et al.
Publicado: (2020)

Detection of COVID-19 Case from Chest CT Images Using Deformable Deep Convolutional Neural Network
por: Foysal, Md., et al.
Publicado: (2023)

SARS-Net: COVID-19 detection from chest x-rays by combining graph convolutional network and convolutional neural network
por: Kumar, Aayush, et al.
Publicado: (2022)

Automatic deep learning system for COVID-19 infection quantification in chest CT
por: Alirr, Omar Ibrahim
Publicado: (2021)

Classification of COVID-19 Chest CT Images Based on Ensemble Deep Learning
por: Li, Xiaoshuo, et al.
Publicado: (2021)

Deep Learning–Based COVID-19 Pneumonia Classification Using Chest CT Images: Model Generalizability
por: Nguyen, Dan, et al.
Publicado: (2021)

A five-layer deep convolutional neural network with stochastic pooling for chest CT-based COVID-19 diagnosis
por: Zhang, Yu-Dong, et al.
Publicado: (2020)

Accuracy of Low-Dose Chest CT Scan in Detection of COVID-19
por: Bahrami-Motlagh, Hooman, et al.
Publicado: (2020)

Weakly-Supervised Network for Detection of COVID-19 in Chest CT Scans
Publicado: (2020)

COVID-Net CT-2: Enhanced Deep Neural Networks for Detection of COVID-19 From Chest CT Images Through Bigger, More Diverse Learning
por: Gunraj, Hayden, et al.
Publicado: (2022)

A deep transfer learning model with classical data augmentation and CGAN to detect COVID-19 from chest CT radiography digital images
por: Loey, Mohamed, et al.
Publicado: (2020)

Regarding “Serial Quantitative Chest CT Assessment of COVID-19: Deep-Learning Approach”
por: Takahashi, Marcelo Straus, et al.
Publicado: (2020)

Role of Chest CT in COVID-19
por: Malguria, Nagina, et al.
Publicado: (2021)

An Interpretable Deep Learning Model for Covid-19 Detection With Chest X-Ray Images
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_opelhm2mk918ppr6slitt07rbs