Marek Kowal - RankMe

28 papers A 1Journal 10Unranked 14

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	Attention Mechanism in Data-Driven Modeling: Empirical Verification. ECAI Krzysztof Patan, Maciej Patan, Marek Kowal
2025	J	`jnl`	Automated Test Generation Using Large Language Models. Data Marcin Andrzejewski, Nina Dubicka, Jedrzej Podolak, Marek Kowal, Jakub Silka
2025	J	`jnl`	Exploring data preparation strategies: A comparative analysis of vision transformer and ConvNeXT architectures in breast cancer histopathology classification. Int. J. Appl. Math. Comput. Sci. Mikolaj Kaczmarek, Marek Kowal, Józef Korbicz
2023	J	`jnl`	Compatible-domain Transfer Learning for Breast Cancer Classification with Limited Annotated Data. Comput. Biol. Medicine Mohammad Amin Shamshiri, Adam Krzyzak, Marek Kowal, Józef Korbicz
2021	J	`jnl`	Breast cancer nuclei segmentation and classification based on a deep learning approach. Int. J. Appl. Math. Comput. Sci. Marek Kowal, Marcin Skobel, Artur Gramacki, Józef Korbicz
2020	J	`jnl`	Cell Nuclei Segmentation in Cytological Images Using Convolutional Neural Network and Seeded Watershed Algorithm. J. Digit. Imaging Marek Kowal, Michal Zejmo, Marcin Skobel, Józef Korbicz, Roman Monczak
2020	—	`ed.`	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 PCBBE Józef Korbicz, Roman Maniewski, Krzysztof Patan, Marek Kowal
2019	—	`conf`	Breast Cancer Computer-Aided Diagnosis System Using k-NN Algorithm Based on Hausdorff Distance. PCBBE Marcin Skobel, Marek Kowal, Józef Korbicz
2019	—	`conf`	Deep Neural Networks for Breast Cancer Diagnosis: Fine Needle Biopsy Scenario. PCBBE Bartosz Miselis, Thomas Fevens, Adam Krzyzak, Marek Kowal, Roman Monczak
2019	—	`conf`	Refinement of Convolutional Neural Network Based Cell Nuclei Detection Using Bayesian Inference. EMBC Marek Kowal, Józef Korbicz
2018	—	`conf`	Cell Nuclei Segmentation Using Marker-Controlled Watershed and Bayesian Object Recognition. ITIB Marcin Skobel, Marek Kowal, Józef Korbicz, Andrzej Obuchowicz
2018	—	`conf`	Nuclei Detection in Cytological Images Using Convolutional Neural Network and Ellipse Fitting Algorithm. ICAISC (2) Marek Kowal, Michal Zejmo, Józef Korbicz
2018	—	`conf`	Stochastic Geometry for Automatic Assessment of Ki-67 Index in Breast Cancer Preparations. IWBBIO (2) Marek Kowal, Marcin Skobel, Józef Korbicz, Roman Monczak
2018	J	`jnl`	The Feature Selection Problem in Computer-Assisted Cytology. Int. J. Appl. Math. Comput. Sci. Marek Kowal, Marcin Skobel, Norbert Nowicki
2017	—	`conf`	Nuclei Recognition Using Convolutional Neural Network and Hough Transform. DPS Michal Zejmo, Marek Kowal, Józef Korbicz, Roman Monczak
2017	—	`conf`	Nuclei Recognition Using Iterated Conditional Modes Approach. CORES Marcin Skobel, Marek Kowal, Józef Korbicz
2016	—	`conf`	Combining Image Thresholding and Fast Marching for Nuclei Extraction in Microscopic Images. IP&C Marek Kowal, Przemyslaw Jacewicz, Józef Korbicz
2014	—	`conf`	Discovering Important Regions of Cytological Slides Using Classification Tree. IP&C Marek Kowal, Andrzej Marciniak, Roman Monczak, Andrzej Obuchowicz
2014	J	`jnl`	Nuclei segmentation for computer-aided diagnosis of breast cancer. Int. J. Appl. Math. Comput. Sci. Marek Kowal, Pawel Filipczuk
2013	J	`jnl`	Computer-aided diagnosis of breast cancer based on fine needle biopsy microscopic images. Comput. Biol. Medicine Marek Kowal, Pawel Filipczuk, Andrzej Obuchowicz, Józef Korbicz, Roman Monczak
2013	—	`conf`	Multi-label fast marching and seeded watershed segmentation methods for diagnosis of breast cancer cytology. EMBC Pawel Filipczuk, Marek Kowal, Andrzej Obuchowicz
2013	—	`conf`	Swarm Optimization and Multi-level Thresholding of Cytological Images for Breast Cancer Diagnosis. CORES Marek Kowal, Pawel Filipczuk, Andrzej Marciniak, Andrzej Obuchowicz
2012	—	`conf`	Breast fibroadenoma automatic detection using k-means based hybrid segmentation method. ISBI Pawel Filipczuk, Marek Kowal, Andrzej Obuchowicz
2011	—	`conf`	Automatic Breast Cancer Diagnosis Based on K-Means Clustering and Adaptive Thresholding Hybrid Segmentation. IP&C Pawel Filipczuk, Marek Kowal, Andrzej Obuchowicz
2011	—	`ch.`	Fuzzy Clustering and Adaptive Thresholding Based Segmentation Method for Breast Cancer Diagnosis. Computer Recognition Systems 4 Pawel Filipczuk, Marek Kowal, Andrzej Obuchowicz
2010	—	`ch.`	Segmentation of Breast Cancer Fine Needle Biopsy Cytological Images Using Fuzzy Clustering. Advances in Machine Learning I Marek Kowal, Józef Korbicz
2007	J	`jnl`	Fault detection under fuzzy model uncertainty. Int. J. Autom. Comput. Marek Kowal, Józef Korbicz
2007	J	`jnl`	Neuro-fuzzy networks and their application to fault detection of dynamical systems. Eng. Appl. Artif. Intell. Józef Korbicz, Marek Kowal