ProjectMelanom – Ein Ganzkörper Radiomics ansatz zur Outcome-Vorhersage in Patienten mit metastasiertem Melanom unter…
Basic data
Acronym:
Melanom
Title:
Ein Ganzkörper Radiomics ansatz zur Outcome-Vorhersage in Patienten mit metastasiertem Melanom unter Systemtherapie
Duration:
01/01/2020 to 01/01/2023
Abstract / short description:
-To establish a workflow for automated and semi-automated analysis of whole body CT and PET/CT image data in patients with metastatic melanoma.
-To characterize melanoma metastases using image-derived morphological and functional quantitative biomarkers.
-To quantify patient body composition and tissue metabolism based on whole body CT and PET image data.
-To integrate and validate image-based and clinical biomarkers for prediction of therapy response, occurrence of adverse immunological events and patient outcome.
-To characterize melanoma metastases using image-derived morphological and functional quantitative biomarkers.
-To quantify patient body composition and tissue metabolism based on whole body CT and PET image data.
-To integrate and validate image-based and clinical biomarkers for prediction of therapy response, occurrence of adverse immunological events and patient outcome.
Keywords:
artificial intelligence
künstliche Intelligenz
radiomics
Radiomics
Metastasierendes Melanom
Involved staff
Managers
Faculty of Medicine
University of Tübingen
University of Tübingen
Contact persons
Faculty of Medicine
University of Tübingen
University of Tübingen
Faculty of Medicine
University of Tübingen
University of Tübingen
Cluster of Excellence: Image-Guided and Functionally Instructed Tumor Therapies (iFIT)
Centers or interfaculty scientific institutions
Centers or interfaculty scientific institutions
Other staff
Faculty of Medicine
University of Tübingen
University of Tübingen
Faculty of Medicine
University of Tübingen
University of Tübingen
Institute for Bioinformatics and Medical Informatics (IBMI)
Interfaculty Institutes
Interfaculty Institutes
Faculty of Medicine
University of Tübingen
University of Tübingen
Local organizational units
Department of Diagnostic and Interventional Radiology
Department of Radiology
Hospitals and clinical institutes, Faculty of Medicine
Hospitals and clinical institutes, Faculty of Medicine
Funders
Bonn, Nordrhein-Westfalen, Germany