Sebastian Baum, MSc
Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany
Sebastian Baum is a PhD candidate in Medical Engineering at Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Germany, and is affiliated with Siemens Healthineers in a pre-development role. His work focuses on the application of advanced machine learning methods for medical image analysis, with a particular emphasis on organ segmentation for radiotherapy planning. He specializes in deep learning approaches, including nnU-Net and transformer-based architectures, and works with advanced CT imaging modalities such as photon-counting CT. His research aims to improve the accuracy, robustness, and clinical integration of automated segmentation pipelines, supporting more efficient and standardized radiotherapy workflows.
Sebastian received his Master of Science in Medical Engineering from FAU in 2025. During his academic and industry collaborations, he has contributed to the development of scalable data processing pipelines and AI-driven imaging solutions. His current research interests include multi-modal imaging, workflow automation using modern infrastructure technologies, and the translation of AI models into clinical practice.
Disclosures:
- Employment: none
- Compensation: none
- Ownership: none
- Leadership: none