Marek Kowal

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 13

Top Topics

Iterated Conditional Modes

Microscopic Images

Convolutional Neural Network

Top Venues

Int. J. Appl. Math. Comput. Sci.

Comput. Biol. Medicine

Publications

Mohammad Amin Shamshiri, Adam Krzyzak, Marek Kowal, Józef Korbicz
Compatible-domain Transfer Learning for Breast Cancer Classification with Limited Annotated Data. Comput. Biol. Medicine 154 (2023)
Marek Kowal, Marcin Skobel, Artur Gramacki, Józef Korbicz
Breast cancer nuclei segmentation and classification based on a deep learning approach. Int. J. Appl. Math. Comput. Sci. 31 (1) (2021)
Marek Kowal, Michal Zejmo, Marcin Skobel, Józef Korbicz, Roman Monczak
Cell Nuclei Segmentation in Cytological Images Using Convolutional Neural Network and Seeded Watershed Algorithm. J. Digit. Imaging 33 (1) (2020)
Marek Kowal, Józef Korbicz
Refinement of Convolutional Neural Network Based Cell Nuclei Detection Using Bayesian Inference. EMBC (2019)
Marcin Skobel, Marek Kowal, Józef Korbicz
Breast Cancer Computer-Aided Diagnosis System Using k-NN Algorithm Based on Hausdorff Distance. PCBBE (2019)
Bartosz Miselis, Thomas Fevens, Adam Krzyzak, Marek Kowal, Roman Monczak
Deep Neural Networks for Breast Cancer Diagnosis: Fine Needle Biopsy Scenario. PCBBE (2019)
Marek Kowal, Marcin Skobel, Norbert Nowicki
The Feature Selection Problem in Computer-Assisted Cytology. Int. J. Appl. Math. Comput. Sci. 28 (4) (2018)
Marcin Skobel, Marek Kowal, Józef Korbicz, Andrzej Obuchowicz
Cell Nuclei Segmentation Using Marker-Controlled Watershed and Bayesian Object Recognition. ITIB (2018)
Marek Kowal, Marcin Skobel, Józef Korbicz, Roman Monczak
Stochastic Geometry for Automatic Assessment of Ki-67 Index in Breast Cancer Preparations. IWBBIO (2) (2018)
Marek Kowal, Michal Zejmo, Józef Korbicz
Nuclei Detection in Cytological Images Using Convolutional Neural Network and Ellipse Fitting Algorithm. ICAISC (2) (2018)
Michal Zejmo, Marek Kowal, Józef Korbicz, Roman Monczak
Nuclei Recognition Using Convolutional Neural Network and Hough Transform. DPS (2017)
Marcin Skobel, Marek Kowal, Józef Korbicz
Nuclei Recognition Using Iterated Conditional Modes Approach. CORES (2017)
Marek Kowal, Przemyslaw Jacewicz, Józef Korbicz
Combining Image Thresholding and Fast Marching for Nuclei Extraction in Microscopic Images. IP&C (2016)
Marek Kowal, Andrzej Marciniak, Roman Monczak, Andrzej Obuchowicz
Discovering Important Regions of Cytological Slides Using Classification Tree. IP&C (2014)
Marek Kowal, Pawel Filipczuk
Nuclei segmentation for computer-aided diagnosis of breast cancer. Int. J. Appl. Math. Comput. Sci. 24 (1) (2014)
Marek Kowal, Pawel Filipczuk, Andrzej Obuchowicz, Józef Korbicz, Roman Monczak
Computer-aided diagnosis of breast cancer based on fine needle biopsy microscopic images. Comput. Biol. Medicine 43 (10) (2013)
Marek Kowal, Pawel Filipczuk, Andrzej Marciniak, Andrzej Obuchowicz
Swarm Optimization and Multi-level Thresholding of Cytological Images for Breast Cancer Diagnosis. CORES (2013)
Pawel Filipczuk, Marek Kowal, Andrzej Obuchowicz
Multi-label fast marching and seeded watershed segmentation methods for diagnosis of breast cancer cytology. EMBC (2013)
Pawel Filipczuk, Marek Kowal, Andrzej Obuchowicz
Breast fibroadenoma automatic detection using k-means based hybrid segmentation method. ISBI (2012)
Pawel Filipczuk, Marek Kowal, Andrzej Obuchowicz
Automatic Breast Cancer Diagnosis Based on K-Means Clustering and Adaptive Thresholding Hybrid Segmentation. IP&C (2011)
Marek Kowal, Józef Korbicz
Fault detection under fuzzy model uncertainty. Int. J. Autom. Comput. 4 (2) (2007)
Józef Korbicz, Marek Kowal
Neuro-fuzzy networks and their application to fault detection of dynamical systems. Eng. Appl. Artif. Intell. 20 (5) (2007)