This 21st century is notable for experiencing so many disturbances at economic, social, cultural, and political levels in the entire world. The outbreak of
[Updated biography.] Janine Aldous Arantes is a Research Fellow with the Institute of Sustainable Industries and Liveable Cities (ISILC) and an Academic with the College of Arts and Education at Victoria University, Australia. Janine is 46 years old and lives in Melbourne, Australia, with her h...
When combining both models, COURAGE has the best accuracy under different prediction periods, shy from the Week 2 predictions when using the training dataset dated from March 7, 2020, to December 1, 2020. We observe that the County model and the Mixup model have their strengths for different...
In addition, the training of our LSTM network is performed over 100 epochs. At each epoch, the chosen loss function is optimized based on the ADAM optimization algorithm. Step 5: Generation of output values (prediction): the last step consists in generating the predictions. Performance evaluation...
By contrast, the totally inept response in a place like Australia seeks to prioritize the economy and make public health a secondary issue. This will have greater economic repercussions, as more get infected. As for the China Model, we can also note that those ...
Supports training of healthcare professionals.Provides awareness about COVID-19 transmission, preventive measure and symptoms of COVID-19 infectionSupports treatment for psychological problems Cost is high.Less number of experts are available to configure virtual reality systems. Additive Manufacturing Additiv...
7. Model training 7.1. Feature extraction In this stage, various pretrained models such as DenseNet169, Channel Boosted CNN, ResNeXt, AlexNet, VGG16, trained using ImageNet dataset [42] were used for feature extraction from COVID-CT dataset. 7.1.1. DenseNet169 Whenever the link between the ...
Coronavirus disease (COVID-19), an infectious disease caused by the SARS-CoV-2 virus, has affected numerous aspects of human functioning. Social contacts, work, education, travel, and sports have drastically changed during the lockdown periods. The pande
Physical Health, Media Use, and Mental Health in Children and Adolescents with ADHD during the COVID-19 Pandemic in Australia. J. Atten. Disord. 2020. [Google Scholar] [CrossRef] [PubMed] Pietrobelli, A.; Pecoraro, L.; Ferruzzi, A.; Heo, M.; Faith, M.; Zoller, T.; Antoniazzi,...
The Health Education and Training Institute and Clinical Excellence Commission quickly put together training modules that were available through NSW Health's online learning platform, which uses a software as a service, cloud-based platform. Bolevich said within a week, 75,000 staff went through tha...