Chest X-ray Images
Chest X-ray Images
Datasets
Chest X-ray Images
File
Chest X-ray Images
Use Case
Computer Vision
Description
Pneumonia is an infection that inflames the air sacs in one or both lungs. It kills more children younger than 5 years old each year than any other infectious disease.
About Dataset
Context
Pneumonia is a sickness that makes the air sacs in your lungs swollen and infected. It’s really dangerous for kids under 5 years old and causes more deaths than other infections like HIV, malaria, or TB. Doctors usually figure out if someone has pneumonia by asking about their symptoms and doing a check-up. Sometimes they use chest X-rays to be sure.
Content
This dataset comprises 5,856 validated Chest X-Ray images. The images are categorized into two sets: one for training and the other for testing, each sourced from different patients. Each image is labeled with the presence of a disease (NORMAL, BACTERIA, or VIRUS), followed by a unique patient ID and an image number. These X-rays were captured from children aged one to five years at the Guangzhou Women and Children’s Medical Center in Guangzhou. For further insights into the data collection process and its contents, refer to the associated paper provided below. An earlier version of this dataset is also available; however, the file names in the older version lack organization compared to the current version. You can access the previous version here.
Inspiration
This data can help create, train, and test models that can identify diseases using advanced computer techniques called convolutional neural networks.
This dataset is sourced from Kaggle.
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