Adrien Depeursinge, Mario Jreige (CHUV) and Vincent Andrearczyk will give a tutorial on Radiomics: success stories, negative results, challenges ahead and hands-on sessions, at the European Workshop on Visual Information Processing (EUVIP) 2024, Sunday, 8th September in Geneva University Hospital.
Registration is now open here.
The first part of this tutorial will review the most notable achievements to date, including FDA and CE-approved products addressing image-based personalized medicine, clinical adoption, as well as notable negative results and areas where initial promises have not been fulfilled. We will then summarize best practices, study quality assessment, and identify paradigms most appropriate for building successful radiomics models. Additionally, we will share our experience in the domain, covering the organization of radiomics challenges (HECKTOR), the Image Biomarker Standardisation Initiative (IBSI), and the design and use of anthropomorphic phantoms to assess the reproducibility and harmonization of radiomics.
In the second part, we will organize hands-on sessions where participants will have the opportunity to develop, validate, and interpret radiomics models.
We will conclude the tutorial with a participatory discussion on the hands-on experience, followed by general concluding remarks.
