
Center for Medical Physics and Biomedical Engineering
Position: PHD Student
philipp.matten@meduniwien.ac.at
Keywords
Artificial Intelligence; Image Processing, Computer-Assisted; Ophthalmology; Tomography, Optical Coherence
Research group(s)
- ZEISS Lab
Research Area: The ZEISS Lab is a joint research initiative between the Medical University of Vienna and ZEISS. Research Area: Biophotonics. Research Topics: OCT Technologies | Translational OCT | Multimodal Biomedical Imaging
Members:
Research interests
- Optical Coherence Tomography (OCT)
- GPU-accelerated Programming
- Medical Image Processing
- Biomedical Imaging
- Machine Learning
Techniques, methods & infrastructure
- Signal and image processing algorithms (Python, Matlab, C++)
- Keras/Tensorflow and Pytorch
- Optical bench top systems
- Mechanical engineering
Selected publications
- Britten, A. et al. (2023) ‘Surgical microscope integrated MHz SS-OCT with live volumetric visualization’, Biomedical Optics Express, 14(2), p. 846. Available at: http://dx.doi.org/10.1364/boe.477386.
- Wüst, M. et al. (2022) ‘Thickness of the Protective Layers of Different Ophthalmic Viscosurgical Devices During Lens Surgery in a Porcine Model’, Translational Vision Science & Technology, 11(2), p. 28. Available at: http://dx.doi.org/10.1167/tvst.11.2.28.
- Nienhaus, J. et al. (2023) ‘Live 4D-OCT denoising with self-supervised deep learning’, Scientific Reports, 13(1). Available at: http://dx.doi.org/10.1038/s41598-023-32695-1.