Cargando…

Deep Transfer Learning for COVID-19 Detection and Lesion Recognition Using Chest CT Images

Starting from December 2019, the global pandemic of coronavirus disease 2019 (COVID-19) is continuously expanding and has caused several millions of deaths worldwide. Fast and accurate diagnostic methods for COVID-19 detection play a vital role in containing the plague. Chest computed tomography (CT...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhang, Sai, Yuan, Guo-Chang
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2022
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9588382/ https://www.ncbi.nlm.nih.gov/pubmed/36285284 http://dx.doi.org/10.1155/2022/4509394

Ejemplares similares

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)

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

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)

Deep transfer learning based classification model for covid-19 using chest CT-scans
por: LAHSAINI, Ilyas, 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)

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

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

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

Efficient Pneumonia Detection in Chest Xray Images Using Deep Transfer Learning
por: Hashmi, Mohammad Farukh, et al.
Publicado: (2020)

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

COVID-19 Case Recognition from Chest CT Images by Deep Learning, Entropy-Controlled Firefly Optimization, and Parallel Feature Fusion
por: Khan, Muhammad Attique, et al.
Publicado: (2021)

Deep-COVID: Predicting COVID-19 from chest X-ray images using deep transfer learning
por: Minaee, Shervin, et al.
Publicado: (2020)

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

Deep Transfer Learning-Based Framework for COVID-19 Diagnosis Using Chest CT Scans and Clinical Information
por: Mishra, Shreyas
Publicado: (2021)

Deep efficient-nets with transfer learning assisted detection of COVID-19 using chest X-ray radiology imaging
por: Mzoughi, Hiba, et al.
Publicado: (2023)

Deep learning-based lesion subtyping and prediction of clinical outcomes in COVID-19 pneumonia using chest CT
por: Bermejo-Peláez, David, et al.
Publicado: (2022)

Image quality improvement in low‐dose chest CT with deep learning image reconstruction
por: Tian, Qian, et al.
Publicado: (2022)

Deep SVDD and Transfer Learning for COVID-19 Diagnosis Using CT Images
por: Alhadad, Akram A., et al.
Publicado: (2023)

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

Automated image classification of chest X-rays of COVID-19 using deep transfer learning
por: Dilshad, Sara, et al.
Publicado: (2021)

Deep learning for COVID-19 detection based on CT images
por: Zhao, Wentao, et al.
Publicado: (2021)

Transfer learning based novel ensemble classifier for COVID-19 detection from chest CT-scans
por: Shaik, Nagur Shareef, et al.
Publicado: (2022)

Detection of COVID-19 from chest x-ray images using transfer learning
por: Manokaran, Jenita, et al.
Publicado: (2021)

Deep Transfer Learning for the Multilabel Classification of Chest X-ray Images
por: Huang, Guan-Hua, et al.
Publicado: (2022)

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)

Deep Transfer Learning Based Unified Framework for COVID19 Classification and Infection Detection from Chest X-Ray Images
por: Sundaram, Sankar Ganesh, et al.
Publicado: (2021)

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

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

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

CGENet: A Deep Graph Model for COVID-19 Detection Based on Chest CT
por: Lu, Si-Yuan, et al.
Publicado: (2021)

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

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

Automated deep learning-based segmentation of COVID-19 lesions from chest computed tomography images
por: Salehi, Mohammad, et al.
Publicado: (2022)

COVID-19 disease identification from chest CT images using empirical wavelet transformation and transfer learning
por: Gaur, Pramod, et al.
Publicado: (2022)

An ensemble approach for multi-stage transfer learning models for COVID-19 detection from chest CT scans
por: Hernández Santa Cruz, Jose Francisco
Publicado: (2021)

Deep Learning-Based Algorithm for Automatic Detection of Pulmonary Embolism in Chest CT Angiograms
por: Grenier, Philippe A., et al.
Publicado: (2023)

Deep learning based detection and analysis of COVID-19 on chest X-ray images
por: Jain, Rachna, et al.
Publicado: (2020)

Deep learning approaches for COVID-19 detection based on chest X-ray images
por: Ismael, Aras M., et al.
Publicado: (2021)

COVID-19 Detection Using Deep Learning Algorithm on Chest X-ray Images
por: Akter, Shamima, 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_bopop5lj5eaqopb7t9hj939d7r