I am an Assistant Professor at the Polish Academy of Sciences and a Research Scientist at the Samsung AI Center. Previously, I was a Research Fellow at RIKEN, Wako, Japan and a Postdoc at the University of California, San Diego, USA.

I obtained my PhD (cum laude) and DSc degrees at the Polish Academy of Sciences.

Research

My research interests evolve over time but are always related to neural networks, biomedical image analysis (radiology and neuroscience) and image processing. I work on a variety of topics, including:

• biomedical image classification, segmentation and registration
• computational medical imaging and quantitative ultrasound (e.g. liver, breast, nerve)
• transfer learning in deep neural networks
• implicit neural representations
• computer vision, vision-language models and video understanding

For Students

A beginning is a very delicate time… I am always open to working with motivated students. If you are interested in an internship or working on a thesis related to neural networks or biomedical image analysis, feel free to reach out! :)