Detail

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:
  Anja Britten
  Tilman Schmoll
  Milana Kendrisic
  Ali Yavari
  Philipp Matten
  Kim Lien Randall Huber
  Florian Kapeller
  Ryan Sentosa
  Thomas Schlegl
  Vladislav Agafonov
  Jonas Nienhaus

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

1. 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.
2. 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.
3. 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.