Roman Monczak

According to our database, Roman Monczak authored at least 8 papers between 2005 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2020

Cell Nuclei Segmentation in Cytological Images Using Convolutional Neural Network and Seeded Watershed Algorithm.

Marek Kowal, Michal Zejmo, Marcin Skobel, Józef Korbicz, Roman Monczak

J. Digit. Imaging, 2020

2019

Deep Neural Networks for Breast Cancer Diagnosis: Fine Needle Biopsy Scenario.

Bartosz Miselis, Thomas Fevens, Adam Krzyzak, Marek Kowal, Roman Monczak

Proceedings of the Current Trends in Biomedical Engineering and Bioimages Analysis, 2019

2018

Stochastic Geometry for Automatic Assessment of Ki-67 Index in Breast Cancer Preparations.

Marek Kowal, Marcin Skobel, Józef Korbicz, Roman Monczak

Proceedings of the Bioinformatics and Biomedical Engineering, 2018

2017

Nuclei Recognition Using Convolutional Neural Network and Hough Transform.

Michal Zejmo, Marek Kowal, Józef Korbicz, Roman Monczak

Proceedings of the Advanced Solutions in Diagnostics and Fault Tolerant Control, 2017

2014

Discovering Important Regions of Cytological Slides Using Classification Tree.

Marek Kowal, Andrzej Marciniak, Roman Monczak, Andrzej Obuchowicz

Proceedings of the Image Processing and Communications Challenges 6, 2014

2013

Computer-Aided Breast Cancer Diagnosis Based on the Analysis of Cytological Images of Fine Needle Biopsies.

Pawel Filipczuk, Thomas Fevens, Adam Krzyzak, Roman Monczak

IEEE Trans. Medical Imaging, 2013

Computer-aided diagnosis of breast cancer based on fine needle biopsy microscopic images.

Marek Kowal, Pawel Filipczuk, Andrzej Obuchowicz, Józef Korbicz, Roman Monczak

Comput. Biol. Medicine, 2013

2005

Cytomorphometry of Fine Needle Biopsy Material from the Breast Cancer.

Andrzej Marciniak, Andrzej Obuchowicz, Roman Monczak, Mariusz Kolodzinski

Proceedings of the Computer Recognition Systems, 2005