Department of Biomedical Imaging and Image-guided Therapy (Division of Nuclear Medicine)
Position: Doctor-in-training
ORCID: 0000-0002-4224-7314
T +43 1 40400 58739
kilian.kluge@meduniwien.ac.at
Research group(s)
- Christian Doppler Laboratory for Applied Metabolomics
Head:
Research Area: We investigate ways to better characterize tumors using non-invasive imaging techniques. This is important because tumours are constantly changing through mutations. In this way, an individual therapy should be possible and its success should be continuously monitored.
Members:
Research interests
My research is primarily focused on understanding the connection between (epi)genetic tumor subtypes and their destinct functional imaging phenotypes by contextualizing information gained from liquid biopsies and PET/CT. The aim is to elucidate the methodologic strengths and limitations of single and combined use of these methods in assessing tumor biology, predicting therapy responses and outcomes.
Techniques, methods & infrastructure
positron emission tomography/computed tomography (PET/CT), liquid biopsies, radiomics, machine learning
Selected publications
- Zhao, M. et al. (2022) ‘Multi-lesion radiomics of PET/CT for non-invasive survival stratification and histologic tumor risk profiling in patients with lung adenocarcinoma’, European Radiology, 32(10), pp. 7056–7067. Available at: http://dx.doi.org/10.1007/s00330-022-08999-7.
- Gutschmayer, S. et al. (2022) ‘A scale space theory based motion correction approach for dynamic PET brain imaging studies’, Frontiers in Physics, 10. Available at: http://dx.doi.org/10.3389/fphy.2022.1034783.