# About Dataset

## Chest X-ray - Object Detection Dataset

The dataset consists of a collection of chest X-ray images in `.jpg` and `.dcm` formats. The images are organized into folders based on different medical conditions related to the chest. Each folder contains images depicting specific chest abnormalities.

💴 **For Commercial Usage**: Full version of the dataset includes much more chest X-rays of people with different conditions. Leave a request on [TrainingData](https://trainingdata.pro/datasets) to buy the dataset.

<img alt="" src="https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F12421376%2F77c2579c7da066f8b1200987b735aefe%2FFrame%2034.png?generation=1697565412404556&amp;alt=media">

### Types of Diseases and Conditions in the Dataset

- Abscess

- Ards

- Atelectasis

- Atherosclerosis of the aorta

- Cardiomegaly

- Emphysema

- Fracture

- Hydropneumothorax

- Hydrothorax

- Pneumonia

- Pneumosclerosis

- Post inflammatory changes

- Post traumatic ribs deformation

- Sarcoidosis

- Scoliosis

- Tuberculosis

- Venous congestion

This dataset is valuable for research in **neurology**, **radiology**, and **oncology**. It allows the development and evaluation of computer-based algorithms, machine learning models, and deep learning techniques for automated detection, diagnosis, and classification of these conditions.

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### Other Medical Datasets:

- Knee X-rays - 4 Stages of Osteoarthritis  

- Spine X-ray - Scoliosis and 6 other diseases  

- Computed Tomography (CT) of the Chest  

- Computed Tomography (CT) of the Spine - Scoliosis  

- Computed Tomography (CT) of the Brain  

💴 **Buy the Dataset**: This is just an example of the data. Leave a request on [TrainingData](https://trainingdata.pro/datasets) to discuss your requirements, learn about the price and buy the dataset.

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## Content

The folder `"files"` includes **17 folders**, each:

- Corresponding to the **name of the disease/condition**

- Including X-rays of people with this disease/condition (e.g., abscess, ards, atelectasis, etc.)

- Including X-rays in **2 different formats**: `.jpg` and `.dcm`

A file with the extension `.csv` includes the following information for each media file:

- `dcm`: link to access the `.dcm` file  

- `jpg`: link to access the `.jpg` file  

- `type`: name of the disease or condition on the X-ray  

Medical data might be collected in accordance with your requirements.  

TrainingData provides high-quality data annotation tailored to your needs.

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## Keywords

lungs, heart, blood vessels, airways, ribs, lymph nodes, upper abdomen, cough, breath, structures, radiograph, scan, chest pain, fever, chest symptoms, chest dataset, chest X-rays dataset, scoliosis detection dataset, scoliosis segmentation dataset, scoliosis image dataset, medical imaging, radiology dataset, spine deformity dataset, orthopedic abnormalities, scoliotic curve dataset, degenerative spinal conditions, diagnostic imaging, medical imaging, radiology dataset, image dataset, abnormalities detection, chest anatomy, health, formations, imaging procedure, X-rays measurements, machine learning, computer vision, deep learning