CovXNet: A multi-dilation convolutional neural network for automatic COVID-19 and other pneumonia detection from chest X-ray images with transferable multi-receptive feature optimizationResearch article Published on 2020-07-012022-10-05 Journal: Computers in biology and medicine [Category] SARS, 치료기술, [키워드] Accuracy Algorithm automated caused Chest chest X-ray Chest X-ray image CNN Convolution COVID-19 COVID-19 diagnosis COVID-19 pandemic Critical dataset deep learning diagnosed diagnostic Extensive feature form Imaging informatics initial learning Neural network outbreak Patient patients Pneumonia Pneumonia diagnosis Region similarities transfer learning transferred X-ray [DOI] 10.1016/j.compbiomed.2020.103869 [Article Type] Research article
CovidGAN: Data Augmentation Using Auxiliary Classifier GAN for Improved Covid-19 DetectionComputational and Artificial Intelligence Published on 2020-05-142022-10-30 Journal: Ieee Access [Category] COVID-19, [키워드] abnormality Accuracy acute respiratory syndrome addition augmentation caused chest X-ray classification CNN CNNs Convolutional neural networks coronavirus COVID-19 COVID-19 detection COVID-19 patient CXR deep deep learning detection detrimental ENhance GAN generate generative adversarial networks Health Improved infected patient network outbreak Patient positive produced Radiographic Research robust SARS-CoV-2 shown spread of COVID-19 synthetic data augmentation training data variety viral disease [DOI] 10.1109/ACCESS.2020.2994762 PMC 바로가기 [Article Type] Computational and Artificial Intelligence