thisiskeithkwan/pectus-excavatum-dataset

Pectus Excavatum Dataset

Dataset Description

This dataset contains images of pectus excavatum cases with various demographic information and risk levels. The dataset is intended for medical research and classification purposes.

Labels

The dataset includes the following label categories:

• Age: adult, child
• Ethnicity: asian, white, hispanic, undetermined
• Gender: male, female
• Risk Level: high-risk, low-risk

Data Splits

• creation_date: 2025-01-22T14:12:49.587991 images
• original_size: 741 images
• split_stats: N/A images
• class_weights: N/A images
• excluded: N/A images

Dataset Structure

The dataset is organized into three splits:

• train/: Training set
  • images/: Training images
  • labels.csv: Training labels
• val/: Validation set
  • images/: Validation images
  • labels.csv: Validation labels
• test/: Test set
  • images/: Test images
  • labels.csv: Test labels

Additional files:

• split_metadata.json: Contains metadata about the dataset splits
• test_set_validation_report.json: Validation report for the test set

Labels Format

Each labels.csv file contains the following columns:

• image_id: Unique identifier for each image
• original_path: Original path of the image
• new_path: New path in the processed dataset
• original_category: Original category label
• age: Age category
• ethnicity: Ethnicity category
• gender: Gender category
• risk_level: Risk level category

Citation

If you use this dataset in your research, please cite it appropriately.

Acknowledgements

Thanks to all contributors and medical professionals who helped in creating and labeling this dataset.