Cargando…

Transfer Learning to Detect COVID-19 Automatically from X-Ray Images Using Convolutional Neural Networks

The novel coronavirus disease 2019 (COVID-19) is a contagious disease that has caused thousands of deaths and infected millions worldwide. Thus, various technologies that allow for the fast detection of COVID-19 infections with high accuracy can offer healthcare professionals much-needed help. This...

Descripción completa

Detalles Bibliográficos
Autores principales:	Taresh, Mundher Mohammed, Zhu, Ningbo, Ali, Talal Ahmed Ali, Hameed, Asaad Shakir, Mutar, Modhi Lafta
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2021
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8203406/ https://www.ncbi.nlm.nih.gov/pubmed/34194484 http://dx.doi.org/10.1155/2021/8828404

Ejemplares similares

KL-MOB: automated COVID-19 recognition using a novel approach based on image enhancement and a modified MobileNet CNN
por: Taresh, Mundher Mohammed, et al.
Publicado: (2021)

Covid-19: automatic detection from X-ray images utilizing transfer learning with convolutional neural networks
por: Apostolopoulos, Ioannis D., et al.
Publicado: (2020)

Automatic detection of coronavirus disease (COVID-19) using X-ray images and deep convolutional neural networks
por: Narin, Ali, et al.
Publicado: (2021)

Osteoporosis diagnosis in knee X-rays by transfer learning based on convolution neural network
por: Wani, Insha Majeed, et al.
Publicado: (2022)

Automatic Evaluation of the Lung Condition of COVID-19 Patients Using X-ray Images and Convolutional Neural Networks
por: Lorencin, Ivan, et al.
Publicado: (2021)

COVIDetection: deep convolutional neural networks-based automatic detection of COVID-19 with chest x-ray images
por: Geetha, R., et al.
Publicado: (2022)

Transfer learning-based convolutional neural network for COVID-19 detection with X-ray images
por: Sahinbas, Kevser, et al.
Publicado: (2021)

COV-RadNet: A Deep Convolutional Neural Network for Automatic Detection of COVID-19 from Chest X-Rays and CT Scans
por: Islam, Md. Khairul, et al.
Publicado: (2022)

COVID-19 detection from chest X-rays using transfer learning with deep convolutional neural networks
por: Naronglerdrit, Prasitthichai, et al.
Publicado: (2021)

Topology optimization search of deep convolution neural networks for CT and X-ray image classification
por: Louati, Hassen, et al.
Publicado: (2022)

Deep Transfer Learning with Enhanced Feature Fusion for Detection of Abnormalities in X-ray Images
por: Alammar, Zaenab, et al.
Publicado: (2023)

Issues associated with deploying CNN transfer learning to detect COVID-19 from chest X-rays
por: Majeed, Taban, et al.
Publicado: (2020)

Convolutional neural networks for the classification of chest X-rays in the IoT era
por: Almezhghwi, Khaled, et al.
Publicado: (2021)

The Combination of Adaptive Convolutional Neural Network and Bag of Visual Words in Automatic Diagnosis of Third Molar Complications on Dental X-Ray Images
por: Ngoc, Vo Truong Nhu, et al.
Publicado: (2020)

Detection of COVID-19 from Chest X-ray Images Using Deep Convolutional Neural Networks
por: Khasawneh, Natheer, et al.
Publicado: (2021)

Utilization of Deep Convolutional Neural Networks for Accurate Chest X-Ray Diagnosis and Disease Detection
por: Mann, Mukesh, et al.
Publicado: (2023)

CovXNet: A multi-dilation convolutional neural network for automatic COVID-19 and other pneumonia detection from chest X-ray images with transferable multi-receptive feature optimization()
por: Mahmud, Tanvir, et al.
Publicado: (2020)

Effective Utilization of Multiple Convolutional Neural Networks for Chest X-Ray Classification
por: Rammuni Silva, Ravidu Suien, et al.
Publicado: (2022)

Fully automatic deep convolutional approaches for the analysis of COVID-19 using chest X-ray images
por: de Moura, Joaquim, et al.
Publicado: (2022)

A convolutional attention mapping deep neural network for classification and localization of cardiomegaly on chest X-rays
por: Innat, Mohammed, et al.
Publicado: (2023)

Automated detection of COVID-19 through convolutional neural network using chest x-ray images
por: Sarki, Rubina, et al.
Publicado: (2022)

Classification of COVID-19 X-ray images using transfer learning with visual geometrical groups and novel sequential convolutional neural networks
por: Kumar, Sunil, et al.
Publicado: (2023)

Convolutional Neural Network for Automatic Identification of Plant Diseases with Limited Data
por: Afifi, Ahmed, et al.
Publicado: (2020)

Low-dose x-ray tomography through a deep convolutional neural network
por: Yang, Xiaogang, et al.
Publicado: (2018)

A convolutional neural network-based screening tool for X-ray serial crystallography
por: Ke, Tsung-Wei, et al.
Publicado: (2018)

AngioNet: a convolutional neural network for vessel segmentation in X-ray angiography
por: Iyer, Kritika, et al.
Publicado: (2021)

Convolutional neural network-based automated segmentation and labeling of the lumbar spine X-ray
por: Kónya, Sándor, et al.
Publicado: (2021)

Uncertainty-aware convolutional neural network for COVID-19 X-ray images classification
por: Gour, Mahesh, et al.
Publicado: (2022)

Convolutional Neural Network Defect Detection Algorithm for Wire Bonding X-ray Images
por: Zhan, Daohua, et al.
Publicado: (2023)

Convolutional Neural Networks for the Automatic Identification of Plant Diseases
por: Boulent, Justine, et al.
Publicado: (2019)

Developing an efficient deep neural network for automatic detection of COVID-19 using chest X-ray images
por: Sheykhivand, Sobhan, et al.
Publicado: (2021)

Pattern of Presentation of Patients With Breast Cancer in Iraq in 2018: A Cross-Sectional Study
por: Mutar, Mohammed Tareq, et al.
Publicado: (2019)

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

Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural network
por: Abbas, Asmaa, et al.
Publicado: (2020)

A Hybrid Convolutional Neural Network Model for Diagnosis of COVID-19 Using Chest X-ray Images
por: Kaur, Prabhjot, et al.
Publicado: (2021)

Automatic detection of microaneurysms in optical coherence tomography images of retina using convolutional neural networks and transfer learning
por: Almasi, Ramin, et al.
Publicado: (2022)

Cobb Angle Measurement of Spine from X-Ray Images Using Convolutional Neural Network
por: Horng, Ming-Huwi, et al.
Publicado: (2019)

Preliminary Results on Pulmonary Tuberculosis Detection in Chest X-Ray Using Convolutional Neural Networks
por: Colombo Filho, Márcio Eloi, et al.
Publicado: (2020)

A deep convolutional neural network for COVID-19 detection using chest X-rays
por: Bassi, Pedro R. A. S., et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_9n0cvgqtgi25pclnsthtgrjvia