ISSI Institute of Control & Computation Engineering


Ass. Prof. Marek Kowal, Ph. D., D.Sc.

Phone : +48 68 328 4751
E-mail :
Room: 419b



  • Image segmentation
  • Stochastic geometry
  • Fuzzy sets, fuzzy logic and fuzzy geometry
  • Deep learning
  • Computer Aided Medical Diagnosis


  • Methods of artificial intelligence
  • Data mining
  • Neural and neuro-fuzzy networks
  • Pattern recognition
  • CISCO Academy
  • Computational intelligence
  • Geographic information systems


  • Discovering important regions of cytological slides using classification tree
    Kowal M., Marciniak A., Monczak R., Obuchowicz A. In: Image Processing and Communications Challanges, R.Chora¶ (Ed.), Springer, Heidelberg, 2015, Vol. 313, pp. 67-74.
  • Nuclei segmentation for computer-aided diagnosis of breast cancer
    Kowal M., Filipczuk P., International Journal of Applied Mathematics and Computer Science , 2014, Vol. 24, No. 1., pp. 19-31.
  • Computer-aided diagnosis of breast cancer based on fine needle biopsy microscopic images
    Kowal M., Filipczuk P., Obuchowicz A., Korbicz J., Monczak R., Computers in Biology and Medicine, 2013, Vol. 43, No. 10, pp. 1563-1572
  • Intelligent systems in technical and medical diagnostics
    Korbicz J., Kowal M. (Eds.), Advances in Intelligent Systems and Computing, Berlin - Heidelberg : Springer-Verlag, 2013.
  • Multi-label fast marching and seeded watershed segmentation methods for diagnosis of breast cancer cytology
    Filipczuk P., Kowal M., Obuchowicz A., 35th Int. Conf. of the IEEE Engineering in Medicine and Biology Society - EMBC 2013, 2013, Osaka, Japonia, pp. 7368-7371
  • Breast fibroadenoma automatic detection using k-means based hybrid segmentation method
    Filipczuk P., Kowal M., Obuchowicz A., IEEE Int. Symp. Biomedical Imaging, ISBI, 2012, Barcelona, Spain, pp. 1623-1626
  • Neuro-fuzzy networks and their application to fault detection of dynamical systems
    Korbicz J., Kowal M., Engineering Applications of Artificial Intelligence, 2007, Vol. 20, No. 5, pp. 609-617