Baselight

Pneumothorax Binary Classification Task

2027 medical images (chest x-ray) with and without pneumothorax

@kaggle.volodymyrgavrysh_pneumothorax_binary_classification_task

About this Dataset

Pneumothorax Binary Classification Task

Context

Pneumothorax small dataset (2027 images) for binary classification task (Pneumothorax or not)

Content

Medical images of lungs done by radiologist during chest x-ray of the patients

Acknowledgements

SIIM Machine Learning Committee Co-Chairs, Steven G. Langer, PhD, CIIP and George Shih, MD, MS for tirelessly leading this effort and making the challenge possible in such a short period of time.
SIIM Machine Learning Committee Members for their dedication in annotating the dataset, helping to define the most useful metrics and running tests to prepare the challenge for launch.
SIIM Hackathon Committee, especially Mohannad Hussain, for their crucial technical support with data conversion.

Inspiration

Original data https://www.kaggle.com/c/siim-acr-pneumothorax-segmentation/overview https://www.kaggle.com/c/siim-acr-pneumothorax-segmentation/overview