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                    1. Graduiertenkolleg 2274
                    2. Project A2

                    A2 Automated Image Segmentation for Radiotherapy Treatment Planning

                    Fig.1 Overview of the pipeline for the automated segmentation of organs at risk (OAR). F.Navarro et al., preliminary results, not yet published


                    The aim of this project is to automatically and accurately detect and segment organs at risk (OAR) relevant in radiation therapy planning both in MRI and CT and PET which are the most used image modalities for this task. The approach taken to tackle this complex problem was broken down into two parts. An overview of the project pipeline is illustrated in Fig. 1.

                    Part 1: Organs at risk localization:

                    The OAR are first localized leveraging artificial intelligence models based on deep learning driven solely by data.

                    Part 2: Segmentation of organs at risk once an organ of interest is localized, implement, develop and evaluated the deep learning-based models for OAR automatic segmentation.







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                    Graduiertenk...

                    • News & Events
                      • Graduation Sonja Gerlach
                    • Research
                    • Publications
                      • Publications
                      • Acknowledgements
                    • Qualification
                      • Seminar and Guest Speaker
                      • Annual Retreat 
                      • Joint Summer School GRK 2274/GCB
                      • Course Medical Oncology
                      • TAC
                      • Workshop
                    • Equal Opportunities
                    • People
                    • Application
                    • Contact