One of the examples for Big Data is medical imaging data which are the X-rays, CT and MRI images recorded for patients. These are stored in electronic format and health service providers can access those records from different locations.
Medical imaging data is characterized by the 5Vs:
Volume: Medical imaging data is generated in massive quantities, with billions of images produced each year.
Velocity: Medical imaging data is generated and processed at a high speed, as patients interact with the healthcare system.
Variety: Medical imaging data comes in a variety of formats, including 2D and 3D images, and images with different levels of contrast and resolution.
Veracity: Medical imaging data is generally accurate, but it can contain artifacts and errors.
Value: Medical imaging data is valuable for healthcare providers and researchers, as it can be used to diagnose diseases, assess treatment progress, and develop new treatments.