Weronika Hryniewska-Guzik
Weronika Hryniewska-Guzik
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Checklist for responsible deep learning modeling of medical images based on COVID-19 detection studies
W Hryniewska, P Bombiński, P Szatkowski, P Tomaszewska, ...
Pattern Recognition, 108035, 2021
LIMEcraft: Handcrafted superpixel selection and inspection for Visual eXplanations
W Hryniewska, A Grudzień, P Biecek
Machine Learning, 1-18, 2022
Challenges facing the explainability of age prediction models: case study for two modalities
M Spytek, W Hryniewska-Guzik, J Zygierewicz, J Rogala, P Biecek
Aging Hackathon at the 7th International workshop on Health Intelligence …, 2023
A comparative analysis of deep learning models for lung segmentation on X-ray images
W Hryniewska-Guzik, J Bilski, B Chrostowski, JD Sbahi, P Biecek
arXiv preprint arXiv:2404.06455, 2024
NormEnsembleXAI: Unveiling the Strengths and Weaknesses of XAI Ensemble Techniques
W Hryniewska-Guzik, B Sawicki, P Biecek
arXiv preprint arXiv:2401.17200, 2024
Multi-task learning for classification, segmentation, reconstruction, and detection on chest CT scans
W Hryniewska-Guzik, M Kędzierska, P Biecek
Progress in Polish Artificial Intelligence Research 4, 251-257, 2023
DAS-MIL--: Exploring Graph Neural Networks for histopathological image classification
G Iannuzzo, R Hendrix, A Favilli, W Hryniewska-Guzik, L Lumetti, ...
Prevention is better than cure: a case study of the abnormalities detection in the chest
W Hryniewska, P Czarnecki, J Wi¶niewski, P Bombiński, P Biecek
CVPR 2021 Workshop Beyond Fairness: Towards a Just, Equitable, and …, 2021
Eye movements, attention and comfort in VR. The role of brightness, colour and contrast in perception and memory.
W Hryniewska
Instytut Informatyki; Wydział Fizyki Technicznej, Informatyki i Matematyki …, 2018
Assessing Features Perception in Virtual Reality through Eye Tracking
W Hryniewska
School of Engineering and Technology, University of Hertfordshire, 2018
Eye tracker implementation and conducting preliminary studies on the use for picture faults indication
W Hryniewska
Instytut Metrologii i Inżynierii Biomedycznej; Mechatronika; Politechnika …, 2017
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