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ORCIDKarolina Nurzynska
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2020 – today
- 2023
[j11]Karolina Nurzynska, Dalin Li, Ann E. Walts, Arkadiusz Gertych
:
Multilayer outperforms single-layer slide scanning in AI-based classification of whole slide images with low-burden acid-fast mycobacteria (AFB). Comput. Methods Programs Biomed. 234: 107518 (2023)- [c24]Karolina Nurzynska:
Problems with Deep Learning Application to Medical Data: Automatic Segmentation of Corneal Endothelium Layer. KES 2023: 134-143 - 2022
- [j10]Przemyslaw Skurowski, Karolina Nurzynska, Magdalena Pawlyta, Krzysztof A. Cyran:
Performance of QR Code Detectors near Nyquist Limits. Sensors 22(19): 7230 (2022) - 2021
- [j9]Monika Chuchro, Wojciech Sarlej, Marta Grzegorczyk, Karolina Nurzynska:
Application of Photo Texture Analysis and Weather Data in Assessment of Air Quality in Terms of Airborne PM10 and PM2.5 Particulate Matter. Sensors 21(16): 5483 (2021) - [j8]Elzbieta Pociask, Karolina Nurzynska, Rafal Obuchowicz, Paulina Balon, Daniel Uryga, Michal Strzelecki, Andrzej Izworski, Adam Piórkowski:
Differential Diagnosis of Cysts and Granulomas Supported by Texture Analysis of Intraoral Radiographs. Sensors 21(22): 7481 (2021) - [j7]Karolina Nurzynska, Przemyslaw Skurowski, Magdalena Pawlyta, Krzysztof A. Cyran:
Evaluation of Keypoint Descriptors for Flight Simulator Cockpit Elements: WrightBroS Database. Sensors 21(22): 7687 (2021) - 2020
- [j6]Mu Yang, Karolina Nurzynska, Ann E. Walts, Arkadiusz Gertych:
A CNN-based active learning framework to identify mycobacteria in digitized Ziehl-Neelsen stained human tissues. Comput. Medical Imaging Graph. 84: 101752 (2020) - [c23]Zaneta Swiderska-Chadaj, Karolina Nurzynska, Bartlomiej Grala, Katrien Grunberg, Lieke van der Woude, Monika Looijen-Salamon, Ann E. Walts, Tomasz Markiewicz, Francesco Ciompi, Arkadiusz Gertych:
A deep learning approach to assess the predominant tumor growth pattern in whole-slide images of lung adenocarcinoma. Medical Imaging: Digital Pathology 2020: 113200D
2010 – 2019
- 2018
- [j5]Karolina Nurzynska:
Deep Learning as a Tool for Automatic Segmentation of Corneal Endothelium Images. Symmetry 10(3): 60 (2018) - [c22]Karolina Nurzynska:
Automatic Segmentation of Corneal Endothelium Images with Convolutional Neural Network. BDAS 2018: 323-333 - [c21]Karolina Nurzynska:
Optimal Parameter Search for Colour Normalization Aiding Cell Nuclei Segmentation. BDAS 2018: 349-360 - [c20]Karolina Nurzynska, Michal Czardybon:
Defect Detection in Textiles with Co-occurrence Matrix as a Texture Model Description. IWCIA 2018: 216-226 - 2017
- [j4]Adam Piórkowski, Karolina Nurzynska, Jolanta Gronkowska-Serafin, Bettina Selig, Cezary Boldak, Daniel Reska:
Influence of applied corneal endothelium image segmentation techniques on the clinical parameters. Comput. Medical Imaging Graph. 55: 13-27 (2017) - [j3]Karolina Nurzynska, Aleksandr Mikhalkin, Adam Piórkowski:
CAS: Cell Annotation Software - Research on Neuronal Tissue Has Never Been so Transparent. Neuroinformatics 15(4): 365-382 (2017) - [c19]Karolina Nurzynska:
Emotion Recognition: The Influence of Texture's Descriptors on Classification Accuracy. BDAS 2017: 427-438 - [c18]Adam Mlynarski, Karolina Nurzynska:
Comparative Analysis of JavaScript and Its Extensions for Web Application Optimization. BDAS 2017: 539-550 - 2016
- [c17]Michal Kawulok, Jakub Nalepa, Karolina Nurzynska, Bogdan Smolka:
In Search of Truth: Analysis of Smile Intensity Dynamics to Detect Deception. IBERAMIA 2016: 325-337 - [c16]Konrad Wojciechowski, Bogdan Smolka, Rafal Cupek, Adam Ziebinski, Karolina Nurzynska, Marek Kulbacki, Jakub Segen, Marcin Fojcik, Pawel Mielnik, Sebastian Hein:
A Machine-Learning Approach to the Automated Assessment of Joint Synovitis Activity. ICCCI (2) 2016: 440-450 - [c15]Karolina Nurzynska, Bogdan Smolka:
Automatic finger joint synovitis localization in ultrasound images. Real-Time Image and Video Processing 2016: 98970N - [c14]Karolina Nurzynska, Bogdan Smolka:
Smile veracity recognition using 3D texture features for image sequence processing. SPA 2016: 125-129 - 2015
- [c13]Karolina Nurzynska, Bogdan Smolka:
PCA Application in Classification of Smiling and Neutral Facial Displays. BDAS 2015: 398-407 - [c12]Sebastian Iwaszenko, Karolina Nurzynska, Barbara Bialecka:
MercuryDb - A Database System Supporting Management and Limitation of Mercury Content in Fossil Fuels. BDAS 2015: 530-539 - [c11]Karolina Nurzynska, Bogdan Smolka:
Recognition between smiling and neutral facial display with power LBP operator. EUROCON 2015: 1-6 - [c10]Karolina Nurzynska, Bogdan Smolka:
Facial Displays Description Schemas for Smiling vs. Neutral Emotion Recognition. ICAISC (1) 2015: 594-605 - [c9]Bogdan Smolka, Karolina Nurzynska:
Power LBP: A Novel Texture Operator for Smiling and Neutral Facial Display Classification. ICCS 2015: 1555-1564 - 2014
- [c8]Karolina Nurzynska, Sebastian Iwaszenko, Tomasz Choroba:
Database Application in Visualization of Process Data. BDAS 2014: 537-546 - [c7]Marcin Michalak, Karolina Nurzynska:
Advanced Oblique Rule Generating Based on PCA. ICAISC (1) 2014: 561-573 - [c6]Sebastian Iwaszenko, Karolina Nurzynska:
GPR data visualization for underground coal gasification process research. IGARSS 2014: 1635-1638 - 2013
- [c5]Marcin Michalak, Karolina Nurzynska:
PCA Based Oblique Decision Rules Generating. ICANNGA 2013: 198-207 - 2012
- [c4]Karolina Nurzynska, Ryszard Haraszczuk:
Detection and Normalization of Blown-Out Illumination Areas in Grey-Scale Images. ISVC (1) 2012: 282-291 - [c3]Marcin Michalak, Karolina Nurzynska, Andrzej Pytlik, Krzysztof Paczesniowski:
Analysis of Deformation of Mining Chains Based on Motion Tracking. ISVC (2) 2012: 588-596 - 2011
- [c2]Karolina Nurzynska, Mamoru Kubo, Ken-ichiro Muramoto:
Snow particle automatic classification with texture operators. IGARSS 2011: 2892-2895 - 2010
- [j2]Karolina Nurzynska, Mamoru Kubo, Ken-ichiro Muramoto:
2D Feature Space for Snow Particle Classification into Snowflake and Graupel. IEICE Trans. Inf. Syst. 93-D(12): 3344-3351 (2010)
2000 – 2009
- 2009
- [p1]Karolina Nurzynska:
Dynamic Surface Reconstruction Method from Unorganized Point Cloud. Computer Recognition Systems 3 2009: 19-26 - 2008
- [j1]Karolina Nurzynska:
Static methods for object reconstruction overview: for medical diagnosis. Ann. UMCS Informatica 8(1): 75-86 (2008) - [c1]Karolina Nurzynska:
3D Object Reconstruction from Parallel Cross-Sections. ICCVG 2008: 111-122
Coauthor Index
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