Recognizing COVID-19 from chest X-ray images for people in rural and remote areas based on deep transfer learning model
Sign Up to like & getrecommendations! Published in 2022 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-022-12030-y
Abstract: In this article, we propose Deep Transfer Learning (DTL) Model for recognizing covid-19 from chest x-ray images. The latter is less expensive, easily accessible to populations in rural and remote areas. In addition, the device… read more here.
Keywords: class; deep transfer; ray images; covid chest ... See more keywords
Deep learning for COVID-19 chest CT (computed tomography) image analysis: A lesson from lung cancer
Sign Up to like & getrecommendations! Published in 2021 at "Computational and Structural Biotechnology Journal"
DOI: 10.1016/j.csbj.2021.02.016
Abstract: As a recent global health emergency, the quick and reliable diagnosis of COVID-19 is urgently needed. Thus, many artificial intelligence (AI)-base methods are proposed for COVID-19 chest CT (computed tomography) image analysis. However, there are… read more here.
Keywords: chest; covid chest; deep learning; lung cancer ... See more keywords
GraphXCOVID: Explainable deep graph diffusion pseudo-Labelling for identifying COVID-19 on chest X-rays
Sign Up to like & getrecommendations! Published in 2021 at "Pattern Recognition"
DOI: 10.1016/j.patcog.2021.108274
Abstract: Can one learn to diagnose COVID-19 under extreme minimal supervision? Since the outbreak of the novel COVID-19 there has been a rush for developing automatic techniques for expert-level disease identification on Chest X-ray data. In… read more here.
Keywords: graph diffusion; diffusion; chest; identifying covid ... See more keywords
SODA: Detecting Covid-19 in Chest X-rays with Semi-supervised Open Set Domain Adaptation
Sign Up to like & getrecommendations! Published in 2021 at "IEEE/ACM transactions on computational biology and bioinformatics"
DOI: 10.1109/tcbb.2021.3066331
Abstract: Due to the shortage of COVID-19 viral testing kits, radiology is used to complement the screening process. Deep learning methods are promising in automatically detecting COVID-19 disease in chest x-ray images. Most of these works… read more here.
Keywords: semi supervised; chest ray; domain; chest ... See more keywords
Review on Diagnosis of COVID-19 from Chest CT Images Using Artificial Intelligence
Sign Up to like & getrecommendations! Published in 2020 at "Computational and Mathematical Methods in Medicine"
DOI: 10.1155/2020/9756518
Abstract: The COVID-19 diagnostic approach is mainly divided into two broad categories, a laboratory-based and chest radiography approach. The last few months have witnessed a rapid increase in the number of studies use artificial intelligence (AI)… read more here.
Keywords: diagnosis covid; review diagnosis; covid; covid chest ... See more keywords
Detecting COVID-19 in Chest X-Ray Images via MCFF-Net
Sign Up to like & getrecommendations! Published in 2021 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2021/3604900
Abstract: COVID-19 is a respiratory disease caused by severe acute respiratory syndrome coronavirus (SARS-CoV-2). Due to the rapid spread of COVID-19 around the world, the number of COVID-19 cases continues to increase, and lots of countries… read more here.
Keywords: mcff net; covid; chest ray; covid chest ... See more keywords
Detecting COVID-19 from chest X-ray images using machine learning and deep convolutional neural networks
Sign Up to like & getrecommendations! Published in 2024 at "Indonesian Journal of Electrical Engineering and Computer Science"
DOI: 10.11591/ijeecs.v35.i3.pp1786-1795
Abstract: The world was affected by a novel coronavirus in December 2019 that changed human life. Several types of research have been done, substantial scientific advances have been made, and millions of dollars have been spent… read more here.
Keywords: covid chest; machine learning; machine; deep convolutional ... See more keywords
Detection of COVID-19 from chest X-rays using deep transfer learning
Sign Up to like & getrecommendations! Published in 2024 at "Health Informatics Journal"
DOI: 10.1177/14604582241290724
Abstract: Objectives: As COVID-19 continues to wreak havoc around the world, effective screening methods for safeguarding public health and bringing the pandemic under control are urgently required. Accordingly, this study proposes a robust pipeline for training… read more here.
Keywords: detection; covid chest; chest rays; detection covid ... See more keywords
COVID-19 on Chest CT: Translating Known Microscopic Findings to Imaging Observations
Sign Up to like & getrecommendations! Published in 2022 at "Life"
DOI: 10.3390/life12060855
Abstract: Purpose: To describe the imaging findings of COVID-19 and correlate them with their known pathology observations. Methods: This is an IRB-approved retrospective study performed at Columbia University Irving Medical Center (IRB # AAAS9652) that included… read more here.
Keywords: translating known; contrast; pulmonary embolism; known microscopic ... See more keywords