---
language:
- en
license: cc-by-nc-nd-4.0
task_categories:
- image-classification
- image-to-image
tags:
- medical
- code
- biology
dataset_info:
  features:
  - name: image
    dtype: image
  - name: type
    dtype: string
  splits:
  - name: train
    num_bytes: 325782340.0
    num_examples: 97
  download_size: 313593688
  dataset_size: 325782340.0
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
---

# Chest X-ray

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.

### 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 and Venous congestion*

![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F12421376%2F77c2579c7da066f8b1200987b735aefe%2FFrame%2034.png?generation=1697565412404556&alt=media)

The 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.

# Get the dataset

### This is just an example of the data

Leave a request on [**https://trainingdata.pro/data-market**](https://trainingdata.pro/data-market?utm_source=huggingface&utm_medium=cpc&utm_campaign=chest-x-rays) to discuss your requirements, learn about the price and buy the dataset.

# Content

### The folder "files" includes 17 folders:
- corresponding to name of the disease/condition and including x-rays of people with this disease/condition (**abscess, ards, atelectasis etc.**)
- including x-rays in 2 different formats: **.jpg and .dcm**.

### 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](https://trainingdata.pro/data-market?utm_source=huggingface&utm_medium=cpc&utm_campaign=chest-x-rays)** provides high-quality data annotation tailored to your needs

More datasets in TrainingData's Kaggle account: **https://www.kaggle.com/trainingdatapro/datasets**

TrainingData's GitHub: **https://github.com/trainingdata-pro**