Attention mechanism and mixup data augmentation for classification of COVID-19 Computed Tomography images
Sign Up to like & getrecommendations! Published in 2021 at "Journal of King Saud University - Computer and Information Sciences"
DOI: 10.1016/j.jksuci.2021.07.005
Abstract: The Coronavirus disease is quickly spreading all over the world and the emergency situation is still out of control. Latest achievements of deep learning algorithms suggest the use of deep Convolutional Neural Network to implement… read more here.
Keywords: data augmentation; attention; mixup data; classification covid ... See more keywords
A new modification CNN using VGG19 and ResNet50V2 for classification of COVID-19 from X-ray radiograph images
Sign Up to like & getrecommendations! Published in 2023 at "Indonesian Journal of Electrical Engineering and Computer Science"
DOI: 10.11591/ijeecs.v31.i1.pp369-377
Abstract: Coronavirus often called COVID-19 is a deadly viral disease that causes as a result of severe acute respiratory syndrome coronavirus-2 that needs to be identified especially at its early stages, and failure of which can… read more here.
Keywords: classification; cnn; vgg19 resnet50v2; classification covid ... See more keywords
Artificial Intelligence Systems for Diagnosis and Clinical Classification of COVID-19
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DOI: 10.3389/fmicb.2021.729455
Abstract: Objectives: COVID-19 is highly infectious and has been widely spread worldwide, with more than 159 million confirmed cases and more than 3 million deaths as of May 11, 2021. It has become a serious public… read more here.
Keywords: predict clinical; classification covid; laboratory findings; clinical classification ... See more keywords
Association between Self-Classification of COVID-19 Risk Levels and Adverse Lifestyle Changes among Physically Active Older Adults Following the Coronavirus Outbreak
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DOI: 10.3390/ijerph19127039
Abstract: The COVID-19 pandemic has imposed barriers to a healthy lifestyle, especially for older adults who are considered to be at a high-risk of infection. This study examined the associations between negative changes and the self-classification… read more here.
Keywords: classification covid; self classification; risk; older adults ... See more keywords