Lightweight deep learning models for detecting COVID-19 from chest X-ray imagesArticle Published on 2021-03-012023-06-19 Journal: Computers in biology and medicine [Category] MERS, SARS, [키워드] bacterial pneumonia chest X-rays COVID-19 Deep neural networks generative adversarial networks Medical informatics [DOI] 10.1016/j.compbiomed.2020.104181 PMC 바로가기
Advances in De Novo Drug Design: From Conventional to Machine Learning MethodsReview Published on 2021-02-072022-10-29 Journal: International Journal of Molecular Sciences [Category] COVID-19, [키워드] advance Algorithm approach artificial intelligence artificial neural networks atomic autoencoders block Conventional Convolutional neural networks de novo De novo drug de Novo drug design deep Deep reinforcement learning develop drug drug design Drug discovery generate generative adversarial networks growth impacted include machine learning machine-learning methodology molecular recurrent neural networks Structure variety [DOI] 10.3390/ijms22041676 PMC 바로가기 [Article Type] Review
StackNet-DenVIS: a multi-layer perceptron stacked ensembling approach for COVID-19 detection using X-ray imagesArticle Published on 2020-12-012023-06-19 Journal: Physical and engineering sciences in medicine [Category] MERS, SARS, [키워드] COVID-19 Deep neural networks generative adversarial networks Image segmentation Stacked generalization transfer learning [DOI] 10.1007/s13246-020-00952-6 PMC 바로가기
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