Karolina Nurzynska

40 papers B 1C 3Misc 2Journal 12Unranked 21

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Automated determination of hip arthrosis on the Kellgren-Lawrence scale in pelvic digital radiographs scans using machine learning. Comput. Methods Programs Biomed. Karolina Nurzynska, Marek Wodzinski, Adam Piórkowski, Michal Strzelecki, Rafal Obuchowicz, Pawel Kaminski
2025	—	`conf`	How to moderate LLM based chats from hallucinations? ISD Jakub Ruranski, Katarzyna Nowak, Magdalena Góras, Karol Dworak, Karolina Nurzynska
2025	—	`conf`	Vehicle Type Recognition Based on Audio Data. HICSS Dariusz Kobiela, Michal Hajdasz, Mateusz Erezman, Karolina Nurzynska, Szymon Zaporowski, Adam Kurowski, Pawel Weichbroth
2024	—	`conf`	Application Of Generative Adversarial Network for Data Augmentation and Multiplication to Automated Cell Segmentation of the Corneal Endothelium. ISD Karolina Nurzynska, Krystian Jandy, Pawel Weichbroth
2023	J	`jnl`	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. Karolina Nurzynska, Dalin Li, Ann E. Walts, Arkadiusz Gertych
2023	B	`conf`	Problems with Deep Learning Application to Medical Data: Automatic Segmentation of Corneal Endothelium Layer. KES Karolina Nurzynska
2022	J	`jnl`	Performance of QR Code Detectors near Nyquist Limits. Sensors Przemyslaw Skurowski, Karolina Nurzynska, Magdalena Pawlyta, Krzysztof A. Cyran
2021	J	`jnl`	Application of Photo Texture Analysis and Weather Data in Assessment of Air Quality in Terms of Airborne PM10 and PM2.5 Particulate Matter. Sensors Monika Chuchro, Wojciech Sarlej, Marta Grzegorczyk, Karolina Nurzynska
2021	J	`jnl`	Differential Diagnosis of Cysts and Granulomas Supported by Texture Analysis of Intraoral Radiographs. Sensors Elzbieta Pociask, Karolina Nurzynska, Rafal Obuchowicz, Paulina Balon, Daniel Uryga, Michal Strzelecki, Andrzej Izworski, Adam Piórkowski
2021	J	`jnl`	Evaluation of Keypoint Descriptors for Flight Simulator Cockpit Elements: WrightBroS Database. Sensors Karolina Nurzynska, Przemyslaw Skurowski, Magdalena Pawlyta, Krzysztof A. Cyran
2020	J	`jnl`	A CNN-based active learning framework to identify mycobacteria in digitized Ziehl-Neelsen stained human tissues. Comput. Medical Imaging Graph. Mu Yang, Karolina Nurzynska, Ann E. Walts, Arkadiusz Gertych
2020	—	`conf`	A deep learning approach to assess the predominant tumor growth pattern in whole-slide images of lung adenocarcinoma. Digital Pathology 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
2018	—	`conf`	Automatic Segmentation of Corneal Endothelium Images with Convolutional Neural Network. BDAS Karolina Nurzynska
2018	J	`jnl`	Deep Learning as a Tool for Automatic Segmentation of Corneal Endothelium Images. Symmetry Karolina Nurzynska
2018	C	`conf`	Defect Detection in Textiles with Co-occurrence Matrix as a Texture Model Description. IWCIA Karolina Nurzynska, Michal Czardybon
2018	—	`conf`	Optimal Parameter Search for Colour Normalization Aiding Cell Nuclei Segmentation. BDAS Karolina Nurzynska
2017	J	`jnl`	CAS: Cell Annotation Software - Research on Neuronal Tissue Has Never Been so Transparent. Neuroinformatics Karolina Nurzynska, Aleksandr Mikhalkin, Adam Piórkowski
2017	—	`conf`	Comparative Analysis of JavaScript and Its Extensions for Web Application Optimization. BDAS Adam Mlynarski, Karolina Nurzynska
2017	—	`conf`	Emotion Recognition: The Influence of Texture's Descriptors on Classification Accuracy. BDAS Karolina Nurzynska
2017	J	`jnl`	Influence of applied corneal endothelium image segmentation techniques on the clinical parameters. Comput. Medical Imaging Graph. Adam Piórkowski, Karolina Nurzynska, Jolanta Gronkowska-Serafin, Bettina Selig, Cezary Boldak, Daniel Reska
2016	—	`conf`	A Machine-Learning Approach to the Automated Assessment of Joint Synovitis Activity. ICCCI (2) Konrad Wojciechowski, Bogdan Smolka, Rafal Cupek, Adam Ziebinski, Karolina Nurzynska, Marek Kulbacki, Jakub Segen, Marcin Fojcik, Pawel Mielnik, Sebastian Hein
2016	—	`conf`	Automatic finger joint synovitis localization in ultrasound images. Real-Time Image and Video Processing Karolina Nurzynska, Bogdan Smolka
2016	—	`conf`	In Search of Truth: Analysis of Smile Intensity Dynamics to Detect Deception. IBERAMIA Michal Kawulok, Jakub Nalepa, Karolina Nurzynska, Bogdan Smolka
2016	—	`conf`	Smile veracity recognition using 3D texture features for image sequence processing. SPA Karolina Nurzynska, Bogdan Smolka
2015	—	`conf`	Facial Displays Description Schemas for Smiling vs. Neutral Emotion Recognition. ICAISC (1) Karolina Nurzynska, Bogdan Smolka
2015	—	`conf`	MercuryDb - A Database System Supporting Management and Limitation of Mercury Content in Fossil Fuels. BDAS Sebastian Iwaszenko, Karolina Nurzynska, Barbara Bialecka
2015	—	`conf`	PCA Application in Classification of Smiling and Neutral Facial Displays. BDAS Karolina Nurzynska, Bogdan Smolka
2015	Misc	`conf`	Power LBP: A Novel Texture Operator for Smiling and Neutral Facial Display Classification. ICCS Bogdan Smolka, Karolina Nurzynska
2015	—	`conf`	Recognition between smiling and neutral facial display with power LBP operator. EUROCON Karolina Nurzynska, Bogdan Smolka
2014	—	`conf`	Advanced Oblique Rule Generating Based on PCA. ICAISC (1) Marcin Michalak, Karolina Nurzynska
2014	—	`conf`	Database Application in Visualization of Process Data. BDAS Karolina Nurzynska, Sebastian Iwaszenko, Tomasz Choroba
2014	C	`conf`	GPR data visualization for underground coal gasification process research. IGARSS Sebastian Iwaszenko, Karolina Nurzynska
2013	—	`conf`	PCA Based Oblique Decision Rules Generating. ICANNGA Marcin Michalak, Karolina Nurzynska
2012	—	`conf`	Analysis of Deformation of Mining Chains Based on Motion Tracking. ISVC (2) Marcin Michalak, Karolina Nurzynska, Andrzej Pytlik, Krzysztof Paczesniowski
2012	—	`conf`	Detection and Normalization of Blown-Out Illumination Areas in Grey-Scale Images. ISVC (1) Karolina Nurzynska, Ryszard Haraszczuk
2011	C	`conf`	Snow particle automatic classification with texture operators. IGARSS Karolina Nurzynska, Mamoru Kubo, Ken-ichiro Muramoto
2010	J	`jnl`	2D Feature Space for Snow Particle Classification into Snowflake and Graupel. IEICE Trans. Inf. Syst. Karolina Nurzynska, Mamoru Kubo, Ken-ichiro Muramoto
2009	—	`ch.`	Dynamic Surface Reconstruction Method from Unorganized Point Cloud. Computer Recognition Systems 3 Karolina Nurzynska
2008	Misc	`conf`	3D Object Reconstruction from Parallel Cross-Sections. ICCVG Karolina Nurzynska
2008	J	`jnl`	Static methods for object reconstruction overview: for medical diagnosis. Ann. UMCS Informatica Karolina Nurzynska