Joanna Czajkowska

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 20

Top Topics

Tissue Deformation

Computer Aided Diagnosis

Image Quality Assessment

Top Venues

Comput. Medical Imaging Graph.

Publications

Anna Slian, Joanna Czajkowska, Monika Bugdol
Mobile Application for Learning Polish Sign Language. PCBBE (2023)
Joanna Czajkowska, Pawel Badura, Szymon Korzekwa, Anna Platkowska-Szczerek
Automated segmentation of epidermis in high-frequency ultrasound of pathological skin using a cascade of DeepLab v3+ networks and fuzzy connectedness. Comput. Medical Imaging Graph. 95 (2022)
Joanna Czajkowska, Martyna Borak
Computer-Aided Diagnosis Methods for High-Frequency Ultrasound Data Analysis: A Review. Sensors 22 (21) (2022)
Dzesika Szymanska, Joanna Czajkowska, Szymon Korzekwa, Anna Platkowska-Szczerek
Study on the Impact of Neural Network Architecture and Region of Interest Selection on the Result of Skin Layer Segmentation in High-Frequency Ultrasound Images. ITIB (2022)
Joanna Czajkowska, Jan Maria Juszczyk, Laura Piejko, Malgorzata Glenc-Ambrozy
High-Frequency Ultrasound Dataset for Deep Learning-Based Image Quality Assessment. Sensors 22 (4) (2022)
Jan Maria Juszczyk, Pawel Badura, Joanna Czajkowska, Agata Wijata, Jacek Andrzejewski, Pawel Bozek, Michal Smolinski, Marta Biesok, Agata Sage, Marcin Rudzki, Wojciech Wieclawek
Automated size-specific dose estimates using deep learning image processing. Medical Image Anal. 68 (2021)
Michal Krecichwost, Joanna Czajkowska, Agata Wijata, Jan Maria Juszczyk, Bartlomiej Pycinski, Marta Biesok, Marcin Rudzki, Jakub Majewski, Jacek Kostecki, Ewa Pietka
Chronic wounds multimodal image database. Comput. Medical Imaging Graph. 88 (2021)
Joanna Czajkowska, Pawel Badura, Szymon Korzekwa, Anna Platkowska-Szczerek, Monika Slowinska
Deep Learning-Based High-Frequency Ultrasound Skin Image Classification with Multicriteria Model Evaluation. Sensors 21 (17) (2021)
Jan Maria Juszczyk, Agata Wijata, Joanna Czajkowska, Michal Krecichwost, Marcin Rudzki, Marta Biesok, Bartlomiej Pycinski, Jakub Majewski, Jacek Kostecki, Ewa Pietka
Wound 3D Geometrical Feature Estimation Using Poisson Reconstruction. IEEE Access 9 (2021)
Joanna Czajkowska, Szymon Korzekwa, Ewa Pietka
Computer Aided Diagnosis of Atopic Dermatitis. Comput. Medical Imaging Graph. 79 (2020)
Dominik Spinczyk, Aleksandra Badura, Piotr Sperka, Marcin Stronczek, Bartlomiej Pycinski, Jan Maria Juszczyk, Joanna Czajkowska, Marta Biesok, Marcin Rudzki, Wojciech Wieclawek, Piotr Zarychta, Pawel Badura, Andre Woloshuk, Jaroslaw Zylkowski, Grzegorz Rosiak, Dariusz Konecki, Krzysztof Milczarek, Olgierd Rowinski, Ewa Pietka
Supporting diagnostics and therapy planning for percutaneous ablation of liver and abdominal tumors and pre-clinical evaluation. Comput. Medical Imaging Graph. 78 (2019)
Jan Maria Juszczyk, Agata M. Wijata, Joanna Czajkowska, Marta Biesok, Bartlomiej Pycinski, Ewa Pietka
Evaluation of Methods for Volume Estimation of Chronic Wounds. ITIB (2019)
Joanna Czajkowska, Marta Biesok, Jan Maria Juszczyk, Agata M. Wijata, Bartlomiej Pycinski, Michal Krecichwost, Ewa Pietka
An Automatic Method of Chronic Wounds Segmentation in Multimodal Images. ITIB (2019)
Joanna Czajkowska, Bartlomiej Pycinski, Jan Maria Juszczyk, Ewa Pietka
Biopsy needle tracking technique in US images. Comput. Medical Imaging Graph. 65 (2018)
Bartlomiej Pycinski, Jan Maria Juszczyk, Agata Wijata, Marta Galinska, Joanna Czajkowska, Ewa Pietka
Image Guided Core Needle Biopsy of the Breast. ITIB (2018)
Joanna Czajkowska, Jan Maria Juszczyk, Bartlomiej Pycinski, Ewa Pietka
Biopsy Needle and Tissue Deformations Detection in Elastography Supported Ultrasound. ITIB (1) (2016)
Jan Maria Juszczyk, Joanna Czajkowska, Bartlomiej Pycinski, Ewa Pietka
ToF-Data-Based Modelling of Skin Surface Deformation. ITIB (2) (2016)
Joanna Czajkowska, Christian Feinen, Marcin Grzegorzek, Matthias Raspe, Ralph Wickenhöfer
Skeleton Graph Matching vs. Maximum Weight Cliques aorta registration techniques. Comput. Medical Imaging Graph. 46 (2015)
Imad Zyout, Joanna Czajkowska, Marcin Grzegorzek
Multi-scale textural feature extraction and particle swarm optimization based model selection for false positive reduction in mammography. Comput. Medical Imaging Graph. 46 (2015)
Joanna Czajkowska, Bartlomiej Pycinski, Ewa Pietka
HoG feature based detection of tissue deformations in ultrasound data. EMBC (2015)
Joanna Czajkowska, Ewa Pietka
A new parametric model-based technique in bone tumour analysis. Comput. Medical Imaging Graph. 38 (5) (2014)
Christian Feinen, Joanna Czajkowska, Marcin Grzegorzek, Matthias Raspe, Ralph Wickenhöfer
Skeleton-based abdominal aorta registration technique. EMBC (2014)
Christian Feinen, Joanna Czajkowska, Marcin Grzegorzek, Longin Jan Latecki
3D object retrieval by 3D curve matching. ICIP (2014)
Joanna Czajkowska
Fuzzy Model-based Algorithm for 3-D Bone Tumour Analysis. IJCCI (2013)
Joanna Czajkowska, Jacek Kawa, Zbigniew Czajkowski, Marcin Grzegorzek
4-D fuzzy connectedness-based medical image segmentation technique. MIXDES (2013)
Joanna Czajkowska, Monika Bugdol, Ewa Pietka
Kernelized Fuzzy C-Means Method and Gaussian Mixture Model in Unsupervised Cascade Clustering. ITIB (2012)
Pawel Badura, Jacek Kawa, Joanna Czajkowska, Marcin Rudzki, Ewa Pietka
Fuzzy Connectedness in Segmentation of Medical Images - A Look at the Pros and Cons. IJCCI (ECTA-FCTA) (2011)