My Vien (mvien27@gmail.com)
Dec 13th, 2021
X-rays are a form of electromagnetic radiation. Because X-rays can pass through most objects, they are used to create images of the inside of your body. X rays are useful with potential findings and diagnosis of diseases including Lung infections. Evidence of pneumonia, or lung cancer can show up on chest X-rays. Generally, radiation exposure can cause cell mutations that may lead to cancer. However, radiation exposure from an X-ray is low, and the benefits from these tests far outweigh the risks.
- Language: R
- Supervised learning - classification problem:
- The target variable is binary class, pneumonia or normal.
- The predictors variables are 28 x 28 pixels image.
- The dataset can be found here