Covid19 Intensity Labeling: Submillimetric CT Scans and Code

Submillimetric CT dataset for COVID-19 intensity labeling and pneumonia classification, released by pzaffino in February 2021. It contains high-resolution lung imaging data of unspecified volume alongside specialized code for radiology scoring and computed tomography analysis.

Use Cases

• Training computer vision models for pneumonia classification using submillimetric CT scans
• Developing automated radiology scoring systems for COVID-19 intensity
• Testing lung segmentation algorithms on high-resolution computed tomography data

Strengths

• Includes submillimetric CT resolution
• Provides accompanying code for intensity labeling
• Released under MIT license for open science

Limitations

• Unknown record count and metadata structure
• Temporal staleness as data has not been updated since early 2021
• Lack of explicit documentation on patient demographics or geographic origin

Provenance

Source

pzaffino (GitHub)

Freshness

Last updated February 2021; no ongoing updates indicated.