Advanced Sensing in Image Processing and IoT

15 Image Processing Implementation for Medical Images to Detect and Classify Various Diseases on the Basis of MRI and Ultrasound Images

DOI: 10.1201/9781003221333-15

Rati Goel

Contents

15.1 Introduction to Medical Images

15.1.1 Computed Tomography (CT)

15.1.2 Ultrasound

15.1.3 Magnetic Resonance Imaging (MRI)

15.1.4 Fluoroscopy

15.1.5 Ophthalmic Imaging

15.2 Human Body Diseases Detected by Image Processing Techniques

15.2.1 Kidney Stone

15.2.2 Breast Cancer

15.2.3 Brain Tumor

15.3 Image Processing Techniques to Detect Abnormalities

15.3.1 Image Acquisition

15.3.2 Image Preprocessing (Conversion RGB to Gray)

15.3.3 Image Contrast Enhancement by Intensity Adjustment

15.3.4 Median Filter

15.3.5 Segmentation

15.3.5.1 Clustering Segmentation ...