Chapter 1. Data Compression and its Application in Medical Imaging.- Chapter 2. Classification in Data Compression.- Chapter 3.Mathematical Preliminaries.- Chapter 4.Conventional Compression Techniques for Medical Images.- Chapter 5. CS Theory based Compression Techniques for Medical Images.- Chapter 6. Color Medical Image Compression Techniques.