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ORCIDMarek Kowal
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Journal Articles
- 2023
[j8]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: 106575 (2023)- 2021
- [j7]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): 85-106 (2021) - 2020
- [j6]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): 231-242 (2020) - 2018
- [j5]Marek Kowal, Marcin Skobel, Norbert Nowicki:
The Feature Selection Problem in Computer-Assisted Cytology. Int. J. Appl. Math. Comput. Sci. 28(4): 759-770 (2018) - 2014
- [j4]Marek Kowal, Pawel Filipczuk:
Nuclei segmentation for computer-aided diagnosis of breast cancer. Int. J. Appl. Math. Comput. Sci. 24(1): 19-31 (2014) - 2013
- [j3]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): 1563-1572 (2013) - 2007
- [j2]Józef Korbicz, Marek Kowal:
Neuro-fuzzy networks and their application to fault detection of dynamical systems. Eng. Appl. Artif. Intell. 20(5): 609-617 (2007) - [j1]Marek Kowal, Józef Korbicz:
Fault detection under fuzzy model uncertainty. Int. J. Autom. Comput. 4(2): 117-124 (2007)
Conference and Workshop Papers
- 2019
- [c14]Marek Kowal, Józef Korbicz:
Refinement of Convolutional Neural Network Based Cell Nuclei Detection Using Bayesian Inference. EMBC 2019: 7216-7222 - [c13]Bartosz Miselis, Thomas Fevens, Adam Krzyzak, Marek Kowal, Roman Monczak:
Deep Neural Networks for Breast Cancer Diagnosis: Fine Needle Biopsy Scenario. PCBBE 2019: 131-142 - [c12]Marcin Skobel, Marek Kowal, Józef Korbicz:
Breast Cancer Computer-Aided Diagnosis System Using k-NN Algorithm Based on Hausdorff Distance. PCBBE 2019: 179-188 - 2018
- [c11]Marek Kowal, Michal Zejmo, Józef Korbicz:
Nuclei Detection in Cytological Images Using Convolutional Neural Network and Ellipse Fitting Algorithm. ICAISC (2) 2018: 157-167 - [c10]Marcin Skobel, Marek Kowal, Józef Korbicz, Andrzej Obuchowicz:
Cell Nuclei Segmentation Using Marker-Controlled Watershed and Bayesian Object Recognition. ITIB 2018: 407-418 - [c9]Marek Kowal, Marcin Skobel, Józef Korbicz, Roman Monczak:
Stochastic Geometry for Automatic Assessment of Ki-67 Index in Breast Cancer Preparations. IWBBIO (2) 2018: 151-162 - 2017
- [c8]Marcin Skobel, Marek Kowal, Józef Korbicz:
Nuclei Recognition Using Iterated Conditional Modes Approach. CORES 2017: 326-335 - [c7]Michal Zejmo, Marek Kowal, Józef Korbicz, Roman Monczak:
Nuclei Recognition Using Convolutional Neural Network and Hough Transform. DPS 2017: 316-327 - 2016
- [c6]Marek Kowal, Przemyslaw Jacewicz, Józef Korbicz:
Combining Image Thresholding and Fast Marching for Nuclei Extraction in Microscopic Images. IP&C 2016: 195-202 - 2014
- [c5]Marek Kowal, Andrzej Marciniak, Roman Monczak, Andrzej Obuchowicz:
Discovering Important Regions of Cytological Slides Using Classification Tree. IP&C 2014: 67-74 - 2013
- [c4]Marek Kowal, Pawel Filipczuk, Andrzej Marciniak, Andrzej Obuchowicz:
Swarm Optimization and Multi-level Thresholding of Cytological Images for Breast Cancer Diagnosis. CORES 2013: 611-620 - [c3]Pawel Filipczuk, Marek Kowal, Andrzej Obuchowicz:
Multi-label fast marching and seeded watershed segmentation methods for diagnosis of breast cancer cytology. EMBC 2013: 7368-7371 - 2012
- [c2]Pawel Filipczuk, Marek Kowal, Andrzej Obuchowicz:
Breast fibroadenoma automatic detection using k-means based hybrid segmentation method. ISBI 2012: 1623-1626 - 2011
- [c1]Pawel Filipczuk, Marek Kowal, Andrzej Obuchowicz:
Automatic Breast Cancer Diagnosis Based on K-Means Clustering and Adaptive Thresholding Hybrid Segmentation. IP&C 2011: 295-302
Parts in Books or Collections
- 2011
- [p2]Pawel Filipczuk, Marek Kowal, Andrzej Obuchowicz:
Fuzzy Clustering and Adaptive Thresholding Based Segmentation Method for Breast Cancer Diagnosis. Computer Recognition Systems 4 2011: 613-622 - 2010
- [p1]Marek Kowal, Józef Korbicz:
Segmentation of Breast Cancer Fine Needle Biopsy Cytological Images Using Fuzzy Clustering. Advances in Machine Learning I 2010: 405-417
Editorship
- 2020
- [e1]Józef Korbicz, Roman Maniewski, Krzysztof Patan, Marek Kowal:
Current Trends in Biomedical Engineering and Bioimages Analysis - Proceedings of the 21st Polish Conference on Biocybernetics and Biomedical Engineering, PCBBE 2019, Zielona Góra, Poland, September 25-27, 2019. Advances in Intelligent Systems and Computing 1033, Springer 2020, ISBN 978-3-030-29884-5 [contents]
Coauthor Index
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