Category: Medical Imaging Data

  • Pneumonia Detection From Chest X-Ray

    Pneumonia Detection From Chest X-Ray

    This project culminates in a model that can classify a given chest x-ray for the presence or absence of pneumonia. This project consist of four steps: Insights acquired from this project upon its completion include the ability to: Dataset The dataset contains over 112,000 frontal-view chest X-ray images (1024*1024 resolution) from more than 30,000 unique…

  • + Applying AI to 2D Medical Imaging Data

    + Applying AI to 2D Medical Imaging Data

    Revolutionizing Diagnostics and Treatment Artificial intelligence (AI) is transforming numerous fields, and healthcare is no exception. One of the most significant impacts of AI in healthcare is seen in the analysis of 2D medical imaging data. These images, which include X-rays, mammograms, and CT scans, are fundamental tools for diagnosing and monitoring various medical conditions.…