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COVID-19 detection using chest X-rays: is lung segmentation important for gen...
A large DNN, containing 3 stacked modules. The segmentation module is an U-Net, trained beforehand to receive X-rays and output segmentation masks. -
ECOVNet: An Ensemble of Deep Convolutional Neural Networks for COVID-19 Detec...
The proposed architecture uses a CNN-based approach to detect COVID-19 from chest X-ray images. The dataset is used to train and evaluate the proposed model. -
COVID-19 Image Data Collection
The dataset of chest x-rays used in this paper come from COVID-19 image data collection from Joseph Paul Cohen and Paul Morrison and Lan Dao. This dataset contains x-rays of...
