COVID-19 Chest X-Ray Image Collection

Curated from chest X-ray images related to COVID-19, created by the author 'pulmo'. The dataset was last updated on July 25, 2021.

Use Cases

• Train a convolutional neural network to classify COVID-19 cases from chest X-ray images.
• Perform image segmentation on chest X-ray scans to identify lung abnormalities associated with COVID-19.
• Conduct a comparative analysis of chest X-ray features across different patient cohorts using image data.

Strengths

• The dataset is specifically focused on COVID-19, a significant global health event.
• It was last updated in July 2021, providing a snapshot of data from the pandemic's earlier phases.

Limitations

• The dataset's size, number of images, and specific class labels are unknown, limiting assessment of its scale and utility for training models.
• The data may be temporally stale for studying the latest variants or treatment outcomes of COVID-19.

Provenance

Source

huggingface

Freshness

Last updated on 2021-07-25.