Sebastian Röhrich
ResearcherContact
E-Mail: sebastian.roehrich@meduniwien.ac.at
Computational Imaging Research Lab
Department of Biomedical Imaging and Image-guided Therapy
Medical University of Vienna
Währinger Gürtel 18-20
1090 Vienna / Austria
Röhrich Sebastian did his PhD in Cardiovascular and Pulmonary Disease at the Medical University of Vienna, which focused on content based image retrieval (CBIR) to improve the radiological workflow and diagnostic performance in diagnosing lung disease. Another focus are deep learning-based applications in chest CT scans, for instance, for the prediction of post-traumatic ARDS as well as automatic pneumothorax detection and quantification. He is currently working as an attending radiologist at the Department of Biomedical Imaging and Image-guided Therapy at the Medical University of Vienna.
Selected recent publications
- Impact of a content-based image retrieval system on the interpretation of chest CTs of patients with diffuse parenchymal lung disease.
Röhrich S, Heidinger BH, Prayer F, Weber M, Krenn M, Zhang R, Sufana J, Scheithe J, Kanbur I, Korajac A, Pötsch N, Raudner M, Al-Mukhtar A, Fueger BJ, Milos RI, Scharitzer M, Langs G, Prosch H. Eur Radiol. 2023 Jan;33(1):360-367. doi: 10.1007/s00330-022-08973-3. Epub 2022 Jul 2. PMID: 35779087; PMCID: PMC9755072. https://pubmed.ncbi.nlm.nih.gov/35779087/
- Radiomics score predicts acute respiratory distress syndrome based on the initial CT scan after trauma.
Röhrich S, Hofmanninger J, Negrin L, Langs G, Prosch H. Eur Radiol. 2021 Aug;31(8):5443-5453. doi: 10.1007/s00330-020-07635-6. Epub 2021 Mar 17. PMID: 33733689; https://pubmed.ncbi.nlm.nih.gov/33733689/
- Prospects and Challenges of Radiomics by Using Nononcologic Routine Chest CT.
Röhrich S, Hofmanninger J, Prayer F, Müller H, Prosch H, Langs G. Radiol Cardiothorac Imaging. 2020 Aug 27;2(4):e190190. doi: 10.1148/ryct.2020190190. PMID: 33778599; PMCID: PMC7978018. https://pubmed.ncbi.nlm.nih.gov/33778599/