Joanna Czajkowska

Joanna Czajkowska

Politechnika Slaska

H-index: 12

Europe-Poland

About Joanna Czajkowska

Joanna Czajkowska, With an exceptional h-index of 12 and a recent h-index of 9 (since 2020), a distinguished researcher at Politechnika Slaska, specializes in the field of Image Segmentation, Image Processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Mobile Application for Learning Polish Sign Language

High-frequency ultrasound in anti-aging skin therapy monitoring

Computer-aided diagnosis methods for high-frequency ultrasound data analysis: a review

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

High-frequency ultrasound dataset for deep learning-based image quality assessment

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

Deep learning-based high-frequency ultrasound skin image classification with multicriteria model evaluation

Deep learning approach to skin layers segmentation in inflammatory dermatoses

Joanna Czajkowska Information

University

Position

Department of Informatics and Medical Equipment

Citations(all)

383

Citations(since 2020)

240

Cited By

217

hIndex(all)

12

hIndex(since 2020)

9

i10Index(all)

17

i10Index(since 2020)

9

Email

University Profile Page

Politechnika Slaska

Google Scholar

View Google Scholar Profile

Joanna Czajkowska Skills & Research Interests

Image Segmentation

Image Processing

Top articles of Joanna Czajkowska

Title

Journal

Author(s)

Publication Date

Mobile Application for Learning Polish Sign Language

Anna Slian

Joanna Czajkowska

Monika Bugdol

2023/9/11

High-frequency ultrasound in anti-aging skin therapy monitoring

Scientific Reports

Joanna Czajkowska

Jan Juszczyk

Monika Natalia Bugdol

Małgorzata Glenc-Ambroży

Anna Polak

...

2023/10/18

Computer-aided diagnosis methods for high-frequency ultrasound data analysis: a review

Joanna Czajkowska

Martyna Borak

2022/10/30

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

Dżesika Szymańska

Joanna Czajkowska

Szymon Korzekwa

Anna Płatkowska-Szczerek

2022/6/19

High-frequency ultrasound dataset for deep learning-based image quality assessment

Sensors

Joanna Czajkowska

Jan Juszczyk

Laura Piejko

Małgorzata Glenc-Ambroży

2022/2/14

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

Computerized Medical Imaging and Graphics

Joanna Czajkowska

Pawel Badura

Szymon Korzekwa

Anna Płatkowska-Szczerek

2022/1/1

Deep learning-based high-frequency ultrasound skin image classification with multicriteria model evaluation

Sensors

Joanna Czajkowska

Pawel Badura

Szymon Korzekwa

Anna Płatkowska-Szczerek

Monika Słowińska

2021/1

Deep learning approach to skin layers segmentation in inflammatory dermatoses

Ultrasonics

Joanna Czajkowska

Pawel Badura

Szymon Korzekwa

Anna Płatkowska-Szczerek

2021/7/1

Chronic wounds multimodal image database

Computerized Medical Imaging and Graphics

Michał Kręcichwost

Joanna Czajkowska

Agata Wijata

Jan Juszczyk

Bartłomiej Pyciński

...

2021/3/1

Automated size-specific dose estimates using deep learning image processing

Medical Image Analysis

Jan Juszczyk

Pawel Badura

Joanna Czajkowska

Agata Wijata

Jacek Andrzejewski

...

2021/2/1

Segmentation and Registration of High-Frequency Ultrasound Images of Superficial Veins

Bartłomiej Pyciński

Joanna Czajkowska

2021

Wound 3D geometrical feature estimation using Poisson reconstruction

IEEE Access

Jan Maria Juszczyk

Agata Wijata

Joanna Czajkowska

Michal Krecichwost

Marcin Rudzki

...

2020/10/30

Deep Learning Approach to Subepidermal Low Echogenic Band Segmentation in High Frequency Ultrasound

Joanna Czajkowska

Wojciech Dziurowicz

Paweł Badura

Szymon Korzekwa

2021

See List of Professors in Joanna Czajkowska University(Politechnika Slaska)