ISSI Institute of Control & Computation Engineering

STAFF

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

Phone : +48 68 328 4751
E-mail : M.Kowal@issi.uz.zgora.pl
Room: 423b

SCIENTIFIC PROFILE


RESEARCH

  • Image segmentation and recognition
  • Artificial neural networks and deep learning
  • Stochastic geometry
  • Artificial intelligence in medical diagnostics

LECTURES

  • Artificial Intelligence Techniques
  • Data mining
  • Neural and neuro-fuzzy networks
  • Pattern recognition
  • Machine learning
  • Systems integration
  • Data warehouses and reporting

RECENT PUBLICATIONS

  • Breast cancer nuclei segmentation and classification based on a deep learning approach
    Kowal M., Skobel M., Gramacki A., Korbicz J., International Journal of Applied Mathematics and Computer Science, 2021, Vol. 31, No. 1, pp. 85-106.
  • Cell nuclei segmentation in cytological images using convolutional neural network and seeded watershed algorithm
    Kowal M., Żejmo M., Skobel M., Korbicz J., Monczak R., Journal of Digital Imaging, 2020, Vol. 33, pp. 231–242.
  • Refinement of convolutional neural network based cell nuclei detection using bayesian inference
    Kowal M., Korbicz J., 41st Int. Engineering in Medicine and Biology Conference - EMBC 2019, 2019, Berlin, Germany, pp. 7216-7222.
  • The feature selection problem in computer-assisted cytology
    Kowal M., Skobel M., Nowicki N., International Journal of Applied Mathematics and Computer Science, 2019, Vol. 28, No. 4, pp. 759-770.

OTHERS