NIH Chest X-Ray 14: Augmented 70 Percent Dataset

An augmented version of the NIH Chest X-Ray 14 dataset, published on HuggingFace by BahaaEldin0. The dataset was last updated on June 16, 2024. The title suggests it contains a 70 percent augmented subset of the original NIH chest X-ray collection.

Use Cases

• Train a convolutional neural network for multi-label chest X-ray classification (inferred from domain, verify after download)
• Benchmark data augmentation techniques for medical imaging datasets (inferred from domain, verify after download)
• Develop models for detecting pathologies like pneumonia or nodules in X-ray images (inferred from domain, verify after download)

Strengths

• Published on the HuggingFace platform, facilitating access and versioning.
• Last updated on 2024-06-16 12:01:40, indicating recent maintenance.

Limitations

• Metadata is minimal; actual content requires verification after download.
• Row count, file formats, and column details are unknown, limiting suitability assessment.
• License information is unavailable, which may restrict usage.

Provenance

Source

HuggingFace, author BahaaEldin0.

Collection Method

Likely derived from the original NIH Chest X-Ray 14 dataset with augmentation applied.

Time Range

null

Freshness

Last updated 2024-06-16 12:01:40.

Geography

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