Synthetic COVID-19 CXR Dataset Dataset

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Description

CDC_Net: multi-classification convolutional neural network model for detection of COVID-19, pneumothorax, pneumonia, lung Cancer, and tuberculosis using chest X-rays

Data Augmentation - AI牛丝

Generative adversarial network based data augmentation for CNN based detection of Covid-19

Diagnostics, Free Full-Text

COVID-19 Diagnosis - AI牛丝

Example CXR images of: (A) non-COVID19 infection, and (B) COVID-19

Partial sample of the COVID-19 dataset. (a) A chest X-ray of COVID-19.

COVID-19 Diagnosis - AI牛丝

Frontiers Explainable Machine Learning for COVID-19 Pneumonia Classification With Texture-Based Features Extraction in Chest Radiography

COVID-19 Diagnosis - AI牛丝

Pulmonary abnormality screening on chest x-rays from different machine specifications: a generalized AI-based image manipulation pipeline, European Radiology Experimental

Automatic coronavirus disease 2019 diagnosis based on chest radiography and deep learning – Success story or dataset bias? - Dhont - 2022 - Medical Physics - Wiley Online Library

Synthetic Data Generation - AI牛丝

Synthetic data accelerates the development of generalizable learning-based algorithms for X-ray image analysis

A lightweight CORONA-NET for COVID-19 detection in X-ray images - ScienceDirect