Medical Image Analysis

Introduction to medical image analysis, medical imaging modalities, image acquisition techniques: MRI, CT, ultrasound, X-ray, challenges and characteristics of medical image data, role of medical image analysis in healthcare and medical research, medical image preprocessing, image denoising and artifact correction techniques, image enhancement methods, image segmentation in medical images, feature extraction and representation, image registration and fusion, classification and diagnosis, machine learning and deep learning approaches for medical image classification and diagnosis, computer-aided diagnosis (CAD) systems in medical imaging and performance measures.