Browse Hierarchy EMS741P: Deep Learning for Data and Image Analysis

This module is an in-depth study of the intersection of Artificial Intelligence (AI) and imaging science. The module covers key concepts in both fields, including machine learning algorithms and techniques for data gathering in imaging systems. It is designed for students who work with imaging systems, such as cameras, microscopes, MRI/CT scanners, and ultrasound devices, and want to learn more about how to apply machine learning to improve their data gathering and analysis. The module is also suitable for students who are familiar with medical imaging and/or statistical thinking and want to learn more about the applications of these techniques in imaging systems, or for those who already work with both fields and want to gain a new perspective on the topic. It is also appropriate for students with strong mathematical and signal processing backgrounds who want to learn about both fields.