Cargando…

A Novel COVID-19 Detection Model Based on DCGAN and Deep Transfer Learning

A continuing outbreak of pneumonia-related disease novel, Coronavirus has been recorded worldwide and has become a global health problem. This research aims to generate a constructive training data set for a neural network to detect COVID-19 from X-ray images. The creation of medical images is an is...

Descripción completa

Detalles Bibliográficos
Autores principales:	Puttagunta, Muralikrishna, Subban, Ravi, C, Nelson Kennedy Babu
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	The Author(s). Published by Elsevier B.V. 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9464299/ https://www.ncbi.nlm.nih.gov/pubmed/36120410 http://dx.doi.org/10.1016/j.procs.2022.08.008

Ejemplares similares

Medical image analysis based on deep learning approach
por: Puttagunta, Muralikrishna, et al.
Publicado: (2021)

Parkinson’s Disease EMG Data Augmentation and Simulation with DCGANs and Style Transfer
por: Anicet Zanini, Rafael, et al.
Publicado: (2020)

Classification of Underwater Target Based on S-ResNet and Modified DCGAN Models
por: Jiang, Zhe, et al.
Publicado: (2022)

Skin Lesion Synthesis and Classification Using an Improved DCGAN Classifier
por: Behara, Kavita, et al.
Publicado: (2023)

A Novel Image-Based Diagnosis Method Using Improved DCGAN for Rotating Machinery
por: Gao, Yangde, et al.
Publicado: (2022)

Geometry Sampling-Based Adaption to DCGAN for 3D Face Generation †
por: Luo, Guoliang, et al.
Publicado: (2023)

Enhancing Tool Wear Prediction Accuracy Using Walsh–Hadamard Transform, DCGAN and Dragonfly Algorithm-Based Feature Selection
por: Shah, Milind, et al.
Publicado: (2023)

Novel deep transfer learning model for COVID-19 patient detection using X-ray chest images
por: Kumar, N., et al.
Publicado: (2021)

Utilizing Deep Learning Models and Transfer Learning for COVID-19 Detection from X-Ray Images
por: Agrawal, Shubham, et al.
Publicado: (2023)

COVID-19 pneumonia level detection using deep learning algorithm and transfer learning
por: Ali, Abbas M., et al.
Publicado: (2022)

Deep Transfer Learning Models for Tomato Disease Detection
por: Ouhami, Maryam, et al.
Publicado: (2020)

Deep Learning and Transfer Learning for Malaria Detection
por: Jameela, Tayyaba, et al.
Publicado: (2022)

Detecting COVID-19 in chest images based on deep transfer learning and machine learning algorithms
por: Rezaeijo, Seyed Masoud, et al.
Publicado: (2021)

Deep Transfer Learning Based Classification Model for COVID-19 Disease
por: Pathak, Y., et al.
Publicado: (2022)

Deep Transfer Learning Models for Medical Diabetic Retinopathy Detection
por: Khalifa, Nour Eldeen M., et al.
Publicado: (2019)

Deep transfer learning for COVID-19 detection and infection localization with superpixel based segmentation
por: Prakash, N.B., et al.
Publicado: (2021)

Machine Learning and Deep Learning Approaches to Analyze and Detect COVID-19: A Review
por: Aishwarya, T., et al.
Publicado: (2021)

A hybrid deep transfer learning model with machine learning methods for face mask detection in the era of the COVID-19 pandemic
por: Loey, Mohamed, et al.
Publicado: (2021)

Auxiliary Diagnosis for COVID-19 with Deep Transfer Learning
por: Chen, Hongtao, et al.
Publicado: (2021)

Characterizing phonemic fluency by transfer learning with deep language models
por: Mole, Joe, et al.
Publicado: (2023)

Bucket of Deep Transfer Learning Features and Classification Models for Melanoma Detection
por: Manzo, Mario, et al.
Publicado: (2020)

COVID-19 detection in cough, breath and speech using deep transfer learning and bottleneck features
por: Pahar, Madhurananda, et al.
Publicado: (2022)

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

Classification of COVID-19 and Pneumonia Using Deep Transfer Learning
por: Mahin, Mainuzzaman, et al.
Publicado: (2021)

Comparative analysis of deep learning models for COVID-19 detection
por: Kumari, Santoshi, et al.
Publicado: (2021)

A survey on deep learning models for detection of COVID-19
por: Mozaffari, Javad, et al.
Publicado: (2023)

Modeling a deep transfer learning framework for the classification of COVID-19 radiology dataset
por: Fayemiwo, Michael Adebisi, et al.
Publicado: (2021)

A transfer learning based deep learning model to diagnose covid-19 CT scan images
por: Pandey, Sanat Kumar, et al.
Publicado: (2022)

A novel data augmentation approach for mask detection using deep transfer learning
por: Prusty, Manas Ranjan, et al.
Publicado: (2021)

Deep transfer learning-based automated detection of COVID-19 from lung CT scan slices
por: Ahuja, Sakshi, et al.
Publicado: (2020)

Automated Deep Transfer Learning-Based Approach for Detection of COVID-19 Infection in Chest X-rays
por: Narayan Das, N., et al.
Publicado: (2022)

A deep transfer learning approach for COVID-19 detection and exploring a sense of belonging with Diabetes
por: Ahmad, Ijaz, et al.
Publicado: (2023)

A novel approach for COVID-19 Infection forecasting based on multi-source deep transfer learning
por: Garg, Sonakshi, et al.
Publicado: (2022)

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

Automated COVID-19 Classification Using Heap-Based Optimization with the Deep Transfer Learning Model
por: Fakieh, Bahjat, et al.
Publicado: (2022)

A Novel Deep Learning and Ensemble Learning Mechanism for Delta-Type COVID-19 Detection
por: Khan, Habib Ullah, et al.
Publicado: (2022)

Transfer learning based cascaded deep learning network and mask recognition for COVID-19
por: Li, Fengyin, et al.
Publicado: (2023)

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

Ensemble of deep transfer learning models for real-time automatic detection of face mask
por: Bania, Rubul Kumar
Publicado: (2023)

Ensembles of Deep Learning Models and Transfer Learning for Ear Recognition
por: Alshazly, Hammam, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_jjmru8quntjf21meuh7n8b0558