Joanna Czajkowska

According to our database, Joanna Czajkowska authored at least 27 papers between 2011 and 2023.

Collaborative distances:

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

2023

Mobile Application for Learning Polish Sign Language.

Anna Slian, Joanna Czajkowska, Monika Bugdol

Proceedings of the Latest Developments and Challenges in Biomedical Engineering, 2023

2022

High-Frequency Ultrasound Dataset for Deep Learning-Based Image Quality Assessment.

Joanna Czajkowska, Jan Maria Juszczyk, Laura Piejko, Malgorzata Glenc-Ambrozy

Sensors, 2022

Computer-Aided Diagnosis Methods for High-Frequency Ultrasound Data Analysis: A Review.

Joanna Czajkowska, Martyna Borak

Sensors, 2022

Automated segmentation of epidermis in high-frequency ultrasound of pathological skin using a cascade of DeepLab v3+ networks and fuzzy connectedness.

Joanna Czajkowska, Pawel Badura, Szymon Korzekwa, Anna Platkowska-Szczerek

Comput. Medical Imaging Graph., 2022

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.

Dzesika Szymanska, Joanna Czajkowska, Szymon Korzekwa, Anna Platkowska-Szczerek

Proceedings of the Information Technology in Biomedicine - 9th International Conference, 2022

2021

Deep Learning-Based High-Frequency Ultrasound Skin Image Classification with Multicriteria Model Evaluation.

Joanna Czajkowska, Pawel Badura, Szymon Korzekwa, Anna Platkowska-Szczerek, Monika Slowinska

Sensors, 2021

Automated size-specific dose estimates using deep learning image processing.

Jan Maria Juszczyk, Pawel Badura, Joanna Czajkowska, Agata Wijata, Jacek Andrzejewski, Pawel Bozek, Michal Smolinski, Marta Biesok, Agata Sage, Marcin Rudzki, Wojciech Wieclawek

Medical Image Anal., 2021

Chronic wounds multimodal image database.

Michal Krecichwost, Joanna Czajkowska, Agata Wijata, Jan Maria Juszczyk, Bartlomiej Pycinski, Marta Biesok, Marcin Rudzki, Jakub Majewski, Jacek Kostecki, Ewa Pietka

Comput. Medical Imaging Graph., 2021

Wound 3D Geometrical Feature Estimation Using Poisson Reconstruction.

Jan Maria Juszczyk, Agata Wijata, Joanna Czajkowska, Michal Krecichwost, Marcin Rudzki, Marta Biesok, Bartlomiej Pycinski, Jakub Majewski, Jacek Kostecki, Ewa Pietka

IEEE Access, 2021

2020

Computer Aided Diagnosis of Atopic Dermatitis.

Joanna Czajkowska, Szymon Korzekwa, Ewa Pietka

Comput. Medical Imaging Graph., 2020

2019

Supporting diagnostics and therapy planning for percutaneous ablation of liver and abdominal tumors and pre-clinical evaluation.

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

Comput. Medical Imaging Graph., 2019

Evaluation of Methods for Volume Estimation of Chronic Wounds.

Jan Maria Juszczyk, Agata M. Wijata, Joanna Czajkowska, Marta Biesok, Bartlomiej Pycinski, Ewa Pietka

Proceedings of the Information Technology in Biomedicine, 2019

An Automatic Method of Chronic Wounds Segmentation in Multimodal Images.

Joanna Czajkowska, Marta Biesok, Jan Maria Juszczyk, Agata M. Wijata, Bartlomiej Pycinski, Michal Krecichwost, Ewa Pietka

Proceedings of the Information Technology in Biomedicine, 2019

2018

Biopsy needle tracking technique in US images.

Joanna Czajkowska, Bartlomiej Pycinski, Jan Maria Juszczyk, Ewa Pietka

Comput. Medical Imaging Graph., 2018

Image Guided Core Needle Biopsy of the Breast.

Bartlomiej Pycinski, Jan Maria Juszczyk, Agata Wijata, Marta Galinska, Joanna Czajkowska, Ewa Pietka

Proceedings of the Information Technology in Biomedicine, 2018

2016

ToF-Data-Based Modelling of Skin Surface Deformation.

Jan Maria Juszczyk, Joanna Czajkowska, Bartlomiej Pycinski, Ewa Pietka

Proceedings of the Information Technologies in Medicine - 5th International Conference, 2016

Biopsy Needle and Tissue Deformations Detection in Elastography Supported Ultrasound.

Joanna Czajkowska, Jan Maria Juszczyk, Bartlomiej Pycinski, Ewa Pietka

Proceedings of the Information Technologies in Medicine - 5th International Conference, 2016

2015

Multi-scale textural feature extraction and particle swarm optimization based model selection for false positive reduction in mammography.

Imad Zyout, Joanna Czajkowska, Marcin Grzegorzek

Comput. Medical Imaging Graph., 2015

Skeleton Graph Matching vs. Maximum Weight Cliques aorta registration techniques.

Joanna Czajkowska, Christian Feinen, Marcin Grzegorzek, Matthias Raspe, Ralph Wickenhöfer

Comput. Medical Imaging Graph., 2015

HoG feature based detection of tissue deformations in ultrasound data.

Joanna Czajkowska, Bartlomiej Pycinski, Ewa Pietka

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

A new parametric model-based technique in bone tumour analysis.

Joanna Czajkowska, Ewa Pietka

Comput. Medical Imaging Graph., 2014

3D object retrieval by 3D curve matching.

Christian Feinen, Joanna Czajkowska, Marcin Grzegorzek, Longin Jan Latecki

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Skeleton-based abdominal aorta registration technique.

Christian Feinen, Joanna Czajkowska, Marcin Grzegorzek, Matthias Raspe, Ralph Wickenhöfer

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

4-D fuzzy connectedness-based medical image segmentation technique.

Joanna Czajkowska, Jacek Kawa, Zbigniew Czajkowski, Marcin Grzegorzek

Proceedings of the 20th International Conference Mixed Design of Integrated Circuits and Systems, 2013

Fuzzy Model-based Algorithm for 3-D Bone Tumour Analysis.

Joanna Czajkowska

Proceedings of the IJCCI 2013, 2013

2012

Kernelized Fuzzy C-Means Method and Gaussian Mixture Model in Unsupervised Cascade Clustering.

Joanna Czajkowska, Monika Bugdol, Ewa Pietka

Proceedings of the Information Technologies in Biomedicine, 2012

2011

Fuzzy Connectedness in Segmentation of Medical Images - A Look at the Pros and Cons.

Pawel Badura, Jacek Kawa, Joanna Czajkowska, Marcin Rudzki, Ewa Pietka

Proceedings of the ECTA and FCTA 2011, 2011