Current Research Interests
Biomedical Image Acquisition
- Image formation and detection in biomedical imaging
- Multi-modal and multi-dimensional (including temporal) imaging
- Optimization and automation of computerized image acquisition
Biomedical Image Analysis
- Object detection, segmentation and tracking in biomedical images
- Benchmarking of biomedical image analysis algorithms
- Machine learning and artificial intelligence in biomedical imaging
Biological and Clinical Applications
- Computer analysis of cells, tissues and organs
- Modeling of spatiotemporal behavior of analyzed objects
- Learning from images of healthy versus cancer cells and tissues