Joanna Czajkowska

29 papers B 1C 1Journal 15Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Corrigendum to "Segmentation of skin layers on HFUS images using the attention mechanism", [Computer Methods and Programs in Biomedicine, 263 (2025) 108668].
Comput. Methods Programs Biomed.
Anna Slian, Katarzyna Korecka, Adriana Polanska, Joanna Czajkowska
2025 J jnl
Segmentation of skin layers on HFUS images using the attention mechanism.
Comput. Methods Programs Biomed.
Anna Slian, Katarzyna Korecka, Adriana Polanska, Joanna Czajkowska
2023 — conf
Mobile Application for Learning Polish Sign Language.
PCBBE
Anna Slian, Joanna Czajkowska, Monika Bugdol
2022 J jnl
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.
Joanna Czajkowska, Pawel Badura, Szymon Korzekwa, Anna Platkowska-Szczerek
2022 J jnl
Computer-Aided Diagnosis Methods for High-Frequency Ultrasound Data Analysis: A Review.
Sensors
Joanna Czajkowska, Martyna Borak
2022 J jnl
High-Frequency Ultrasound Dataset for Deep Learning-Based Image Quality Assessment.
Sensors
Joanna Czajkowska, Jan Maria Juszczyk, Laura Piejko, Malgorzata Glenc-Ambrozy
2022 — conf
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
Dzesika Szymanska, Joanna Czajkowska, Szymon Korzekwa, Anna Platkowska-Szczerek
2021 J jnl
Automated size-specific dose estimates using deep learning image processing.
Medical Image Anal.
Jan Maria Juszczyk, Pawel Badura, Joanna Czajkowska, Agata Wijata, Jacek Andrzejewski, Pawel Bozek, Michal Smolinski, Marta Biesok, Agata Sage, Marcin Rudzki, Wojciech Wieclawek
2021 J jnl
Chronic wounds multimodal image database.
Comput. Medical Imaging Graph.
Michal Krecichwost, Joanna Czajkowska, Agata Wijata, Jan Maria Juszczyk, Bartlomiej Pycinski, Marta Biesok, Marcin Rudzki, Jakub Majewski, Jacek Kostecki, Ewa Pietka
2021 J jnl
Deep Learning-Based High-Frequency Ultrasound Skin Image Classification with Multicriteria Model Evaluation.
Sensors
Joanna Czajkowska, Pawel Badura, Szymon Korzekwa, Anna Platkowska-Szczerek, Monika Slowinska
2021 J jnl
Wound 3D Geometrical Feature Estimation Using Poisson Reconstruction.
IEEE Access
Jan Maria Juszczyk, Agata Wijata, Joanna Czajkowska, Michal Krecichwost, Marcin Rudzki, Marta Biesok, Bartlomiej Pycinski, Jakub Majewski, Jacek Kostecki, Ewa Pietka
2020 J jnl
Computer Aided Diagnosis of Atopic Dermatitis.
Comput. Medical Imaging Graph.
Joanna Czajkowska, Szymon Korzekwa, Ewa Pietka
2019 — conf
An Automatic Method of Chronic Wounds Segmentation in Multimodal Images.
ITIB
Joanna Czajkowska, Marta Biesok, Jan Maria Juszczyk, Agata M. Wijata, Bartlomiej Pycinski, Michal Krecichwost, Ewa Pietka
2019 — conf
Evaluation of Methods for Volume Estimation of Chronic Wounds.
ITIB
Jan Maria Juszczyk, Agata M. Wijata, Joanna Czajkowska, Marta Biesok, Bartlomiej Pycinski, Ewa Pietka
2019 J jnl
Supporting diagnostics and therapy planning for percutaneous ablation of liver and abdominal tumors and pre-clinical evaluation.
Comput. Medical Imaging Graph.
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
2018 J jnl
Biopsy needle tracking technique in US images.
Comput. Medical Imaging Graph.
Joanna Czajkowska, Bartlomiej Pycinski, Jan Maria Juszczyk, Ewa Pietka
2018 — conf
Image Guided Core Needle Biopsy of the Breast.
ITIB
Bartlomiej Pycinski, Jan Maria Juszczyk, Agata Wijata, Marta Galinska, Joanna Czajkowska, Ewa Pietka
2016 — conf
Biopsy Needle and Tissue Deformations Detection in Elastography Supported Ultrasound.
ITIB (1)
Joanna Czajkowska, Jan Maria Juszczyk, Bartlomiej Pycinski, Ewa Pietka
2016 — conf
ToF-Data-Based Modelling of Skin Surface Deformation.
ITIB (2)
Jan Maria Juszczyk, Joanna Czajkowska, Bartlomiej Pycinski, Ewa Pietka
2015 — conf
HoG feature based detection of tissue deformations in ultrasound data.
EMBC
Joanna Czajkowska, Bartlomiej Pycinski, Ewa Pietka
2015 J jnl
Multi-scale textural feature extraction and particle swarm optimization based model selection for false positive reduction in mammography.
Comput. Medical Imaging Graph.
Imad Zyout, Joanna Czajkowska, Marcin Grzegorzek
2015 J jnl
Skeleton Graph Matching vs. Maximum Weight Cliques aorta registration techniques.
Comput. Medical Imaging Graph.
Joanna Czajkowska, Christian Feinen, Marcin Grzegorzek, Matthias Raspe, Ralph Wickenhöfer
2014 B conf
3D object retrieval by 3D curve matching.
ICIP
Christian Feinen, Joanna Czajkowska, Marcin Grzegorzek, Longin Jan Latecki
2014 J jnl
A new parametric model-based technique in bone tumour analysis.
Comput. Medical Imaging Graph.
Joanna Czajkowska, Ewa Pietka
2014 — conf
Skeleton-based abdominal aorta registration technique.
EMBC
Christian Feinen, Joanna Czajkowska, Marcin Grzegorzek, Matthias Raspe, Ralph Wickenhöfer
2013 — conf
4-D fuzzy connectedness-based medical image segmentation technique.
MIXDES
Joanna Czajkowska, Jacek Kawa, Zbigniew Czajkowski, Marcin Grzegorzek
2013 C conf
Fuzzy Model-based Algorithm for 3-D Bone Tumour Analysis.
IJCCI
Joanna Czajkowska
2012 — conf
Kernelized Fuzzy C-Means Method and Gaussian Mixture Model in Unsupervised Cascade Clustering.
ITIB
Joanna Czajkowska, Monika Bugdol, Ewa Pietka
2011 — conf
Fuzzy Connectedness in Segmentation of Medical Images - A Look at the Pros and Cons.
IJCCI (ECTA-FCTA)
Pawel Badura, Jacek Kawa, Joanna Czajkowska, Marcin Rudzki, Ewa Pietka