Groupleader
Main research areas
- design and development of algorithms for segmentation and classification of cells in image data
- design and development of algorithms for assessing cell viability in image data in different types of experiments
- design and development of image processing methods in quantitative phase microscopy
- analysis of images and data obtained in experiments on cells or tissue structures
Main practical research results
- implementation of a methodology for the evaluation of cell stiffness during the application of shear stress in flow chambers
- a set of cell segmentation algorithms in images from different imaging modalities
Main research publications
- Probabilistic Noise2Void: Unsupervised Content-Aware Denoising
- The Quantitative-Phase Dynamics of Apoptosis and Lytic Cell Death
- Cisplatin enhances cell stiffness and decreases invasiveness rate in prostate cancer cells by actin accumulation
- Cell segmentation methods for label-free contrast microscopy: review and comprehensive comparison
