JJ
Joanna Jaworek-Korjakowska
AGH University of Krakow, AGH Univeristy of Science and Technology
Research areas: Computer Science · Computer Vision and Pattern Recognition · AI in cancer detection · Medical Image Segmentation Techniques · Cutaneous Melanoma Detection and Management
0000-0003-0146-8652
Employment
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AGH University of Science and Technology Associate professor (D.Sc. Ph.D. Eng.), Deputy Head of the Department of Automatic Control and Robotics2019 - Present
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AGH Univeristy of Science and Technology Ph.D., MSc, Eng. Associate professor/Assistant Professor (pl: adiunkt)2014 - 2019
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AGH University of Science and Technology assistant professor2010 - 2014
Education
Education history is unavailable.
Projects & Funding
Projects & funding information is unavailable.
Publications (73)
- A Referee That Cannot Repeat Its Call: Decomposing Vision-Language Model Instability in Football Officiating Save
- ISIC under attack! : robustness of skin lesion classifiers under adversarial perturbations Save
- Robust detection of directional adversarial attacks in Deep Neural Networks for radiological imaging Save
- 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 Save
- AI-driven analysis of fracture types in metallic materials: classification, segmentation, and quantification with deep neural networks Save
- Assessing the quality of soccer shots from single-camera video with vision-language models and motion features Save
- BMFCNet: Blended Multilevel Features With Constraint Fusion Network for Depression Detection From EEG Signals Save
- Diabetic Foot Ulcer Unsupervised Segmentation with Vision Transformers Attention Save
- HiSS: human-inspired semantic segmentation for vehicle interior scene understanding Save
- Impact of black-box adversarial attacks on deep neural networks for skin imaging Save
- Automatic Analysis and Anomaly Detection System of Transverse Electron Beam Profile Based on Advanced and Interpretable Deep Learning Architectures Save
- Analysis of Deep Learning-Based Frameworks for Fault Detection in Big Research Infrastructures: A Case Study of the SOLARIS Synchrotron Save
- Artificial intelligence : ECAI 2023 international workshop : XAI${^{\wedge}}$3, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI : Kraków, Poland, September 30 – October 4, 2023 : proceedings Save
- Artificial intelligence : ECAI 2023 international workshop : XAI${^{\wedge}}$3, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI : Kraków, Poland, September 30 – October 4, 2023 : proceedings Save
- Development of oxadiazolone activity-based probes targeting FphE for specific detection of \emph{Staphylococcus aureus} infections Save
- Lw-IRBCaSa-Net: a lightweight inverted residual network with CaSa attention module for disease prediction from CXR images Save
- MD-DCNN: Multi-Scale Dilation-Based Deep Convolution Neural Network for epilepsy detection using electroencephalogram signals Save
- Development of Oxadiazolone Activity-Based Probes Targeting FphE for Specific Detection ofS. aureusInfections Save
- Metrics for Assessing Generalization of Deep Reinforcement Learning in Parameterized Environments Save
- CoInNet: A Convolution-Involution Network With a Novel Statistical Attention for Automatic Polyp Segmentation Save