I am a postdoctoral researcher in the Cambridge Image Analysis Group at the DAMTP, University of Cambridge (UK), and the Vienna Research Group for Young Investigators at the Department of Mathematics, University of Vienna (AT). I am a member of the global COVID-19 AIX-COVNET collaboration focusing on X-Ray data.
My current main interests are applications of mathematical image processing in medical problems with diverse data types. Thereby, I am especially interested in
- data representations,
- dimension reduction,
- and similarity measures/loss functions.
Publications
A pipeline to further enhance quality, integrity and reusability of the NCCID clinical data
– Scientific Data
(2023)
10,
493
(doi: 10.1038/s41597-023-02340-7)
Navigating the development challenges in creating complex data systems
– Nature Machine Intelligence
(2023)
5,
681
(doi: 10.1038/s42256-023-00665-x)