Joanna Jaworek-Korjakowska

42 papers A 1B 1C 1Journal 19Unranked 17
YearRankTypeTitle / Venue / Authors
2026 — ed.
Skin Image Analysis, and Computer-Aided Pelvic Imaging for Female Health - 10th International Workshop, ISIC 2025, and First International Workshop, CAPI 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings
ISIC@MICCAI
M. Emre Celebi, Johanna Paula Müller, Catarina Barata, Allan Halpern, Philipp Tschandl, Marc Combalia, Yuan Liu, Kumar Abhishek, Joanna Jaworek-Korjakowska, Moi Hoon Yap, Katharina Breininger, Maximilian Lindholz, Jana Hutter, Richard Ruppel, Smiti Tripathy, Franziska Mathis-Ullrich, Stefanie Burghaus, Matthias May
2025 — conf
AI-Driven Analysis of Fracture Types in Metallic Materials: Classification, Segmentation, and Quantification with Deep Neural Networks.
ICCVW
Anna Wójcicka, Mateusz Wojtulewicz, Andrzej Brodzicki, Magdalena Leonkiewicz, Patryk Maciejewski, Joanna Jaworek-Korjakowska, Krzysztof Mroczka
2025 — conf
Assessing the Quality of Soccer Shots from Single-Camera Video with Vision-Language Models and Motion Features.
ICCVW
Filip Noworolnik, Joanna Jaworek-Korjakowska
2025 J jnl
BMFCNet: Blended Multilevel Features With Constraint Fusion Network for Depression Detection From EEG Signals.
IEEE Trans. Instrum. Meas.
Karnati Mohan, Geet Sahu, Gautam Verma, Ayan Seal, Malay Kishore Dutta, Joanna Jaworek-Korjakowska
2025 — conf
HiSS: Human-Inspired Semantic Segmentation for Vehicle Interior Scene Understanding.
ICCVW
Aleksander Kostuch, Joanna Jaworek-Korjakowska
2025 — conf
ISIC Under Attack! Robustness of Skin Lesion Classifiers Under Adversarial Perturbations.
ICDM (Workshops)
Bartlomiej Moniak, Andrzej Brodzicki, Joanna Jaworek-Korjakowska
2025 — conf
Impact of Black-Box Adversarial Attacks on Deep Neural Networks for Skin Imaging.
ICCVW
Bartlomiej Moniak, Joanna Jaworek-Korjakowska
2024 J jnl
Analysis of Deep Learning-Based Frameworks for Fault Detection in Big Research Infrastructures: A Case Study of the SOLARIS Synchrotron.
IEEE Access
Michal Piekarski, Joanna Jaworek-Korjakowska, Adriana Wawrzyniak
2024 — ed.
Artificial Intelligence. ECAI 2023 International Workshops - XAI³, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30 - October 4, 2023, Proceedings, Part I
ECAI Workshops (1)
Slawomir Nowaczyk, Przemyslaw Biecek, Neo Christopher Chung, Mauro Vallati, Pawel Skruch, Joanna Jaworek-Korjakowska, Simon Parkinson, Alexandros Nikitas, Martin Atzmüller, Tomás Kliegr, Ute Schmid, Szymon Bobek, Nada Lavrac, Marieke Peeters, Roland van Dierendonck, Saskia Robben, Eunika Mercier-Laurent, Gülgün Kayakutlu, Mieczyslaw Lech Owoc, Karl Mason, Abdul Wahid, Pierangela Bruno, Francesco Calimeri, Francesco Cauteruccio, Giorgio Terracina, Diedrich Wolter, Jochen L. Leidner, Michael Kohlhase, Vania Dimitrova
2024 — ed.
Artificial Intelligence. ECAI 2023 International Workshops - XAI³, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30 - October 4, 2023, Proceedings, Part II
ECAI Workshops (2)
Slawomir Nowaczyk, Przemyslaw Biecek, Neo Christopher Chung, Mauro Vallati, Pawel Skruch, Joanna Jaworek-Korjakowska, Simon Parkinson, Alexandros Nikitas, Martin Atzmüller, Tomás Kliegr, Ute Schmid, Szymon Bobek, Nada Lavrac, Marieke Peeters, Roland van Dierendonck, Saskia Robben, Eunika Mercier-Laurent, Gülgün Kayakutlu, Mieczyslaw Lech Owoc, Karl Mason, Abdul Wahid, Pierangela Bruno, Francesco Calimeri, Francesco Cauteruccio, Giorgio Terracina, Diedrich Wolter, Jochen L. Leidner, Michael Kohlhase, Vania Dimitrova
2024 J jnl
Automatic Analysis and Anomaly Detection System of Transverse Electron Beam Profile Based on Advanced and Interpretable Deep Learning Architectures.
J. Artif. Intell. Soft Comput. Res.
Michal Piekarski, Joanna Jaworek-Korjakowska, Adriana Wawrzyniak
2024 — conf
Diabetic Foot Ulcer Unsupervised Segmentation with Vision Transformers Attention.
DFUC@MICCAI
Andrzej Brodzicki, Dariusz Kucharski, Bartlomiej Moniak, Aleksander Kostuch, Filip Noworolnik, Anna Wójcicka, Joanna Jaworek-Korjakowska
2024 J jnl
MD-DCNN: Multi-Scale Dilation-Based Deep Convolution Neural Network for epilepsy detection using electroencephalogram signals.
Knowl. Based Syst.
Karnati Mohan, Geet Sahu, Akanksha Yadav, Ayan Seal, Joanna Jaworek-Korjakowska, Marek Penhaker, Ondrej Krejcar
2023 J jnl
An Intelligent Approach to Short-Term Wind Power Prediction Using Deep Neural Networks.
J. Artif. Intell. Soft Comput. Res.
Tacjana Niksa-Rynkiewicz, Piotr Stomma, Anna Witkowska, Danuta Rutkowska, Adam Slowik, Krzysztof Cpalka, Joanna Jaworek-Korjakowska, Piotr Kolendo
2023 J jnl
CoInNet: A Convolution-Involution Network With a Novel Statistical Attention for Automatic Polyp Segmentation.
IEEE Trans. Medical Imaging
Samir Jain, Rohan Atale, Anubhav Gupta, Utkarsh Mishra, Ayan Seal, Aparajita Ojha, Joanna Jaworek-Korjakowska, Ondrej Krejcar
2023 A conf
CompLung: Comprehensive Computer-Aided Diagnosis of Lung Cancer.
ECAI
Adam Pardyl, Dawid Rymarczyk, Joanna Jaworek-Korjakowska, Dariusz Kucharski, Andrzej Brodzicki, Julia Lasek, Zofia Schneider, Iwona Kucybala, Andrzej Urbanik, Rafal Obuchowicz, Zbislaw Tabor, Bartosz Zielinski
2023 J jnl
Facial Expression Recognition in-the-Wild Using Blended Feature Attention Network.
IEEE Trans. Instrum. Meas.
Karnati Mohan, Ayan Seal, Joanna Jaworek-Korjakowska, Ondrej Krejcar
2023 J jnl
Metrics for Assessing Generalization of Deep Reinforcement Learning in Parameterized Environments.
J. Artif. Intell. Soft Comput. Res.
Maciej Aleksandrowicz, Joanna Jaworek-Korjakowska
2023 J jnl
Single Image Dehazing via Fusion of Multilevel Attention Network for Vision-Based Measurement Applications.
IEEE Trans. Instrum. Meas.
Geet Sahu, Ayan Seal, Joanna Jaworek-Korjakowska, Ondrej Krejcar
2022 C conf
A Hybrid Deep Learning Based Anomaly Detection Framework dedicated for Big Research Infrastructures.
ICARCV
Michal Piekarski, Joanna Jaworek-Korjakowska, Adriana Wawrzyniak
2022 J jnl
Analysis of the ISIC image datasets: Usage, benchmarks and recommendations.
Medical Image Anal.
Bill Cassidy, Connah Kendrick, Andrzej Brodzicki, Joanna Jaworek-Korjakowska, Moi Hoon Yap
2022 — conf
DFU-Ens: End-to-End Diabetic Foot Ulcer Segmentation Framework with Vision Transformer Based Detection.
DFUC@MICCAI
Dariusz Kucharski, Aleksander Kostuch, Filip Noworolnik, Andrzej Brodzicki, Joanna Jaworek-Korjakowska
2022 — conf
Skin_Hair Dataset: Setting the Benchmark for Effective Hair Inpainting Methods for Improving the Image Quality of Dermoscopic Images.
ECCV Workshops (4)
Joanna Jaworek-Korjakowska, Anna Wójcicka, Dariusz Kucharski, Andrzej Brodzicki, Connah Kendrick, Bill Cassidy, Moi Hoon Yap
2021 — conf
SafeSO: Interpretable and Explainable Deep Learning Approach for Seat Occupancy Classification in Vehicle Interior.
CVPR Workshops
Joanna Jaworek-Korjakowska, Aleksander Kostuch, Pawel Skruch
2021 J jnl
The Whale Optimization Algorithm Approach for Deep Neural Networks.
Sensors
Andrzej Brodzicki, Michal Piekarski, Joanna Jaworek-Korjakowska
2020 J jnl
A novel method for tissue segmentation in high-resolution H&E-stained histopathological whole-slide images.
Comput. Medical Imaging Graph.
Pawel Kleczek, Joanna Jaworek-Korjakowska, Marek Gorgon
2020 J jnl
Pre-Trained Deep Convolutional Neural Network for Clostridioides Difficile Bacteria Cytotoxicity Classification Based on Fluorescence Images.
Sensors
Andrzej Brodzicki, Joanna Jaworek-Korjakowska, Pawel Kleczek, Megan C. Garland, Matthew Bogyo
2020 J jnl
Semi-Supervised Nests of Melanocytes Segmentation Method Using Convolutional Autoencoders.
Sensors
Dariusz Kucharski, Pawel Kleczek, Joanna Jaworek-Korjakowska, Grzegorz Dyduch, Marek Gorgon
2019 — conf
Acral melanocytic lesion segmentation with a convolution neural network (U-Net).
Computer-Aided Diagnosis
Joanna Jaworek-Korjakowska
2019 — conf
Melanoma Thickness Prediction Based on Convolutional Neural Network With VGG-19 Model Transfer Learning.
CVPR Workshops
Joanna Jaworek-Korjakowska, Pawel Kleczek, Marek Gorgon
2018 — conf
Segmentation of black ink and melanin in skin histopathological images.
Digital Pathology
Pawel Kleczek, Martyna Lech, Joanna Jaworek-Korjakowska, Grzegorz Dyduch, Ryszard Tadeusiewicz
2018 J jnl
eSkin: Study on the Smartphone Application for Early Detection of Malignant Melanoma.
Wirel. Commun. Mob. Comput.
Joanna Jaworek-Korjakowska, Pawel Kleczek
2017 — conf
Automated epidermis segmentation in histopathological images of human skin stained with hematoxylin and eosin.
Digital Pathology
Pawel Kleczek, Grzegorz Dyduch, Joanna Jaworek-Korjakowska, Ryszard Tadeusiewicz
2017 — conf
Automatic Detection of Blue-Whitish Veil as the Primary Dermoscopic Feature.
ICAISC (1)
Joanna Jaworek-Korjakowska, Pawel Kleczek, Marcin Grzegorzek, Kimiaki Shirahama
2017 — conf
Classification of Physiological Data for Emotion Recognition.
ICAISC (1)
Philip Gouverneur, Joanna Jaworek-Korjakowska, Lukas Köping, Kimiaki Shirahama, Pawel Kleczek, Marcin Grzegorzek
2016 J jnl
Fully Automated Lipid Pool Detection Using Near Infrared Spectroscopy.
Comput. Math. Methods Medicine
Elzbieta Pociask, Joanna Jaworek-Korjakowska, Krzysztof Malinowski, Tomasz Roleder, Wojciech Wojakowski
2015 J jnl
Design of a teledermatology system to support the consultation of dermoscopic cases using mobile technologies and cloud platform.
Bio Algorithms Med Syst.
Joanna Jaworek-Korjakowska, Ryszard Tadeusiewicz
2015 J jnl
Novel Method for Border Irregularity Assessment in Dermoscopic Color Images.
Comput. Math. Methods Medicine
Joanna Jaworek-Korjakowska
2014 — conf
Determination of border irregularity in dermoscopic color images of pigmented skin lesions.
EMBC
Joanna Jaworek-Korjakowska, Ryszard Tadeusiewicz
2013 B conf
Assessment of dots and globules in dermoscopic color images as one of the 7-point check list criteria.
ICIP
Joanna Jaworek-Korjakowska, Ryszard Tadeusiewicz
2013 J jnl
Hair removal from dermoscopic color images.
Bio Algorithms Med Syst.
Joanna Jaworek-Korjakowska, Ryszard Tadeusiewicz
2012 — conf
Automatic Detection of Melanomas: An Application Based on the ABCD Criteria.
ITIB
Joanna Jaworek-Korjakowska