2D confocal projection image of Arabidopsis thaliana adaxial sepal epidermal nuclei.
My interdisciplinary research focuses on advancing the state of the art in imaging, pattern recognition and data mining. I am currently developing new image analysis and processing technologies aimed at a better understanding of the complex biological processes which occur at the cellular and sub-cellular level. My work includes analyzing, processing and understanding the biological images obtained by confocal, scanning laser, atomic force, differential interface contrast, optical and polarized microscopy.
My publications (pdf) and overview of my current research (pdf).
Microbial biology: investigating critical developmental transitions via imaging, image analysis and mathematical modelling.
Application of computer image analysis methods for efficacy of treatment of limb ischemia with autologous bone-marrow transplantation and it's relationship to composition of the transplant.
Advanced computational image analysis in systems biology - poster. | (pdf)
Bioimage informatics for systems biology - poster. | (pdf)
Image analysis and processing for systems biology - poster. | (pdf)
Image analysis and processing for systems biology. | (pdf)
High-throughput high-resolution image analysis of the trypanosome cell cycle. | (pdf)
Bioimage informatics. | (pdf)
Bioimage informatics. | (pdf)
Segmentation method of microcracks observed on microscope images of dolomite structures. | (pdf)
Application of image analysis methods to vascular blood flow analysis in angiographic imaging | (pdf)
3D Morphometry of ascidian notochord cells. | (pdf)
The application of image analysis in non-invasive research of historical objects. (in Polish) | (pdf)
Laboratory of Micrometrics - image analysis and processing. | (pdf)
Segmentation and analysis of notochord cells in 3D microscope data. | (pdf)
Automatic nuclei detection and dataflow in Bisquik system. | (pdf)
Understanding of conjugated polyelectrolytes - DNA interactions based on sequential analysis of AFM imaging. | (pdf)
Online connection between biological databases. Summer 2007 Research Fellowships - I have supervised two summer students: Mar-Iam Nieves (Polytechnic University of Puerto Rico) and Sadot Banuet (California State Univ. San Bernardino (CSUSB)) | (pdf)
Application of the image analysis method to the detection of transcrystalline microcracks observed in microscope images of rock structures | (pdf)
Identification of transcrystalline microcracks observed in polarizing microscope images of rock structures using image analysis | (pdf)