NH 2 - Radiology sequencing: massive radiomics analysis in practice
ECR 2021
4Lectures
43Minutes
4Speakers
Lectures
1
NH 2 - Radiomics and phenotyping cancer
10:59N. Papanikolaou, Lisbon / PT
Learning Objectives 1. To describe the radiomics principles and the concept of imaging phenotype. 2. To show the radiomics pipeline. 3. To explain the concept of deep learning radiomics.
2
NH 2 - Radiomics: from research to clinics in cancer imaging
09:55S. Trebeschi, Amsterdam / NL
Learning Objectives 1. To show how to set up a radiomics study in oncology. 2. To discuss the use of imaging data for radiomics validation in view of the GDPR. 3. To discuss the exploitation of research results for the clinical implementation of radiomics.
3
NH 2 - Linking radiomics features to other omics data in clinical practice
12:19E. Sala, Cambridge / UK
Learning Objectives 1. To learn the concept of radiogenomics (how to link, heat maps, etc.). 2. To review the potential applications of radiogenomics (radiomics vs genomics, proteomics, metabolomics etc.). 3. To discuss how to analyse such big data (imaging biobanks, large repositories, etc.).
4
NH 2 - A research spot in radiomics: the EU EucanImage project
09:57K. Lekadir, Barcelona / ES
Learning Objectives 1. To describe the EucanImage project.
Description
NH 2-1
10 min
Radiomics and phenotyping cancer
Nickolas Papanikolaou, Lisbon / Portugal
Learning Objectives
1. To describe the radiomics principles and the concept of imaging phenotype.
2. To show the radiomics pipeline.
3. To explain the concept of deep learning radiomics.
NH 2-2
10 min
Radiomics: from research to clinics in cancer imaging
Stefano Trebeschi, Amsterdam / Netherlands
Learning Objectives
1. To show how to set up a radiomics study in oncology.
2. To discuss the use of imaging data for radiomics validation in view of the GDPR.
3. To discuss the exploitation of research results for the clinical implementation of radiomics.
NH 2-3
10 min
Linking radiomics features to other omics data in clinical practice
Evis Sala, Rome / Italy
Learning Objectives
1. To learn the concept of radiogenomics (how to link, heat maps, etc.).
2. To review the potential applications of radiogenomics (radiomics vs genomics, proteomics, metabolomics etc.).
3. To discuss how to analyse such big data (imaging biobanks, large repositories, etc.).
NH 2-4
10 min
A research spot in radiomics: the EU EucanImage project
Karim Lekadir, Barcelona / Spain
Learning Objectives
1. To describe the EucanImage project.
15 min
Live Q&A: How to go beyond visual perception?
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