E³ 420 - Radiomics: principles and applications

Learning Objectives
1. To understand the design of a pipeline to develop a radiomics signature.
2. To learn about the current state of the art in radiomics.
3. To learn about the impact of radiomics for precision medicine.

Learning Objectives
1. To understand the concept of radiomics and the steps of radiomics analysis based on medical images for lung cancer.
2. To learn about the most significant challenges related to radiomics analysis.
3. To discuss some significant applications of radiomics in lung cancer.

Learning Objectives
1. To introduce a framework for rapid development of radiomics signatures.
2. To explain how the parameters of a radiomics pipeline can be automatically optimised.
3. To show the performance of the framework for a number of applications.