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 | 68* | 2021 |
LIMEcraft: Handcrafted superpixel selection and inspection for Visual eXplanations W Hryniewska, A Grudzień, P Biecek Machine Learning, 1-18, 2022 | 7 | 2022 |
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 | 2 | 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 Polish Conference on Artificial Intelligence (PP-RAI), 2024 | 1 | 2024 |
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 | 1 | 2023 |
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 | 1 | 2021 |
CNN-based explanation ensembling for dataset, representation and explanations evaluation W Hryniewska-Guzik, L Longo, P Biecek World Conference on Explainable Artificial Intelligence, 2024 | | 2024 |
NormEnsembleXAI: Unveiling the Strengths and Weaknesses of XAI Ensemble Techniques W Hryniewska-Guzik, B Sawicki, P Biecek arXiv preprint arXiv:2401.17200, 2024 | | 2024 |
DAS-MIL--: Exploring Graph Neural Networks for histopathological image classification G Iannuzzo, R Hendrix, A Favilli, W Hryniewska-Guzik, L Lumetti, ... | | 2023 |
Eye movements, attention and comfort in VR. The role of brightness, colour and contrast in perception and memory. W Hryniewska Institute of Information Technology; Faculty of Technical Physics …, 2018 | | 2018 |
Assessing Features Perception in Virtual Reality through Eye Tracking W Hryniewska School of Engineering and Technology, University of Hertfordshire, 2018 | | 2018 |
Eye tracker implementation and conducting preliminary studies on the use for picture faults indication W Hryniewska Institute of Metrology and Biomedical Engineering; Mechatronics; Warsaw …, 2017 | | 2017 |