var bibbase_data = {"data":"\"Loading..\"\n\n
\n\n \n\n \n\n \n \n\n \n\n \n \n\n \n\n \n
\n generated by\n \n \"bibbase.org\"\n\n \n
\n \n\n
\n\n \n\n\n
\n\n Excellent! Next you can\n create a new website with this list, or\n embed it in an existing web page by copying & pasting\n any of the following snippets.\n\n
\n JavaScript\n (easiest)\n
\n \n <script src=\"https://bibbase.org/show?bib=https://raw.githubusercontent.com/bartoszzielinski/bartoszzielinski.github.io/master/pubs.bib&jsonp=1&jsonp=1\"></script>\n \n
\n\n PHP\n
\n \n <?php\n $contents = file_get_contents(\"https://bibbase.org/show?bib=https://raw.githubusercontent.com/bartoszzielinski/bartoszzielinski.github.io/master/pubs.bib&jsonp=1\");\n print_r($contents);\n ?>\n \n
\n\n iFrame\n (not recommended)\n
\n \n <iframe src=\"https://bibbase.org/show?bib=https://raw.githubusercontent.com/bartoszzielinski/bartoszzielinski.github.io/master/pubs.bib&jsonp=1\"></iframe>\n \n
\n\n

\n For more details see the documention.\n

\n
\n
\n\n
\n\n This is a preview! To use this list on your own web site\n or create a new web site from it,\n create a free account. The file will be added\n and you will be able to edit it in the File Manager.\n We will show you instructions once you've created your account.\n
\n\n
\n\n

To the site owner:

\n\n

Action required! Mendeley is changing its\n API. In order to keep using Mendeley with BibBase past April\n 14th, you need to:\n

    \n
  1. renew the authorization for BibBase on Mendeley, and
  2. \n
  3. update the BibBase URL\n in your page the same way you did when you initially set up\n this page.\n
  4. \n
\n

\n\n

\n \n \n Fix it now\n

\n
\n\n
\n\n\n
\n \n \n
\n
\n  \n 2024\n \n \n (4)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n Revisiting FunnyBirds evaluation framework for prototypical parts networks.\n \n \n \n\n\n \n Opłatek, S.; Rymarczyk, D.; and Zieliński, B.\n\n\n \n\n\n\n In World Conference on eXplainable Artificial Intelligence (xAI), 2024. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{rypesc2024divide,\n  title={Revisiting FunnyBirds evaluation framework for prototypical parts networks},\n  author={Opłatek, Szymon and Rymarczyk, Dawid and Zieliński, Bartosz},\n  booktitle={World Conference on eXplainable Artificial Intelligence (xAI)},\n  year={2024},\n  %doi={},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Decoding Phenotypic Screening: A Comparative Analysis of Image Representations.\n \n \n \n\n\n \n Borowa, A.; Rymarczyk, D.; Żyła, M.; Kańduła, M.; Sánchez-Fernández, A.; Rataj, K.; Struski, Ł.; Tabor, J.; and Zieliński, B.\n\n\n \n\n\n\n Computational and Structural Biotechnology Journal, 23: 1181-1188. 2024.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@article{borowa2024decoding,\n  title={Decoding Phenotypic Screening: A Comparative Analysis of Image Representations},\n  author={Borowa, Adriana and Rymarczyk, Dawid and Żyła, Marek and Kańduła, Marek and Sánchez-Fernández, Ana and Rataj, Krzysztof and Struski, Łukasz and Tabor, Jacek and Zieliński, Bartosz},\n  journal={Computational and Structural Biotechnology Journal},\n  volume={23},\n  %number={},\n  pages={1181-1188},\n  year={2024},\n  doi={10.1016/j.csbj.2024.02.022},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Divide and not forget: Ensemble of selectively trained experts in Continual Learning.\n \n \n \n\n\n \n Rypeść, G.; Cygert, S.; Khan, V.; Trzcinski, T.; Zieliński, B.; and Twardowski, B.\n\n\n \n\n\n\n In International Conference on Learning Representations (ICLR), 2024. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{rypesc2024divide,\n  title={Divide and not forget: Ensemble of selectively trained experts in Continual Learning},\n  author={Rypeść, Grzegorz and Cygert, Sebastian and Khan, Valeriya and Trzcinski, Tomasz and Zieliński, Bartosz and Twardowski, Bartłomiej},\n  booktitle={International Conference on Learning Representations (ICLR)},\n  year={2024},\n  %doi={},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Interpretability Benchmark for Evaluating Spatial Misalignment of Prototypical Parts Explanations.\n \n \n \n\n\n \n Sacha, M.; Jura, B.; Rymarczyk, D.; Struski, Ł.; Tabor, J.; and Zieliński, B.\n\n\n \n\n\n\n In AAAI Conference on Artificial Intelligence, 2024. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{sacha2024interpretability,\n  title={Interpretability Benchmark for Evaluating Spatial Misalignment of Prototypical Parts Explanations},\n  author={Sacha, Mikołaj and Jura, Bartosz and Rymarczyk, Dawid and Struski, Łukasz and Tabor, Jacek and Zieliński, Bartosz},\n  booktitle={AAAI Conference on Artificial Intelligence},\n  year={2024},\n  doi={10.1609/aaai.v38i19.30154},\n}\n\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2023\n \n \n (10)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n Deep learning models capture histological disease activity in Crohn’s Disease and Ulcerative Colitis with high fidelity.\n \n \n \n\n\n \n Rymarczyk, D.; Schultz, W.; Borowa, A.; Friedman, J.; Danel, T.; Branigan, P.; Chałupczak, M.; Bracha, A.; Krawiec, T.; Warchoł, M.; Li, K.; De Hertogh, G.; Zieliński, B.; Ghanem, L. R.; and Stojmirovic, A.\n\n\n \n\n\n\n Journal of Crohn's and Colitis, 20: 1-11. 2023.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@article{rymarczyk2023deep,\n  title={Deep learning models capture histological disease activity in Crohn’s Disease and Ulcerative Colitis with high fidelity},\n  author={Rymarczyk, Dawid and Schultz, Weiwei and Borowa, Adriana and Friedman, Joshua and Danel, Tomasz and Branigan, Patrick and Chałupczak, Michał and Bracha, Anna and Krawiec, Tomasz and Warchoł, Michał and Li, Katherine and De Hertogh, Gert and Zieliński, Bartosz and Ghanem, Louis R. and Stojmirovic, Aleksandar},\n  journal={Journal of Crohn's and Colitis},\n  volume={20},\n  %number={},\n  pages={1-11},\n  year={2023},\n  doi={10.1093/ecco-jcc/jjad171},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n ProPML: Probability Partial Multi-label Learning.\n \n \n \n\n\n \n Struski, Ł.; Pardyl, A.; Tabor, J.; and Zieliński, B.\n\n\n \n\n\n\n In Data Science and Advanced Analytics (DSAA), 2023. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{struski2023propml,\n  title={ProPML: Probability Partial Multi-label Learning},\n  author={Struski, Łukasz and Pardyl, Adam and Tabor, Jacek and Zieliński, Bartosz},\n  booktitle={Data Science and Advanced Analytics (DSAA)},\n  year={2023},\n  doi={10.1109/DSAA60987.2023.10302620},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n ICICLE: Interpretable Class Incremental Continual Learning.\n \n \n \n\n\n \n Rymarczyk, D.; van de Weijer, J.; Zieliński, B.; and Twardowski, B.\n\n\n \n\n\n\n In International Conference on Computer Vision (ICCV), 2023. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{rymarczyk2023icicle,\n  title={ICICLE: Interpretable Class Incremental Continual Learning},\n  author={Rymarczyk, Dawid and van de Weijer, Joost and Zieliński, Bartosz and Twardowski, Bartłomiej},\n  booktitle={International Conference on Computer Vision (ICCV)},\n  year={2023},\n  doi={10.1109/ICCV51070.2023.00181},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n CompLung: Comprehensive Computer-Aided Diagnosis of Lung Cancer.\n \n \n \n\n\n \n Pardyl, A.; Rymarczyk, D.; Jaworek-Korjakowska, J.; Kucharski, D.; Brodzicki, A.; Lasek, J.; Schneider, Z.; Kucybała, I.; Urbanik, A.; Obuchowicz, R.; Tabor, Z.; and Zieliński, B.\n\n\n \n\n\n\n In European Conference on Artificial Intelligence (ECAI), 2023. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{pardyl2023complung,\n  title={CompLung: Comprehensive Computer-Aided Diagnosis of Lung Cancer},\n  author={Pardyl, Adam and Rymarczyk, Dawid and Jaworek-Korjakowska, Joanna and Kucharski, Dariusz and Brodzicki, Andrzej and Lasek, Julia and Schneider, Zofia and Kucybała, Iwona and Urbanik, Andrzej and Obuchowicz, Rafał and Tabor, Zbisław and Zieliński, Bartosz},\n  booktitle={European Conference on Artificial Intelligence (ECAI)},\n  year={2023},\n  doi={10.3233/FAIA230471},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n ProMIL: Probabilistic Multiple Instance Learning for Medical Imaging.\n \n \n \n\n\n \n Struski, Ł.; Rymarczyk, D.; Lewicki, A.; Sabiniewicz, R.; Tabor, J.; and Zieliński, B.\n\n\n \n\n\n\n In European Conference on Artificial Intelligence (ECAI), 2023. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{struski2023promil,\n  title={ProMIL: Probabilistic Multiple Instance Learning for Medical Imaging},\n  author={Struski, Łukasz and Rymarczyk, Dawid and Lewicki, Arkadiusz and Sabiniewicz, Robert and Tabor, Jacek and Zieliński, Bartosz},\n  booktitle={European Conference on Artificial Intelligence (ECAI)},\n  year={2023},\n  doi={10.3233/faia230518},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Active Visual Exploration Based on Attention-Map Entropy.\n \n \n \n\n\n \n Pardyl, A.; Rypeść, G.; Kurzejamski, G.; Zieliński, B.; and Trzciński, T.\n\n\n \n\n\n\n In International Joint Conference on Artificial Intelligence (IJCAI), 2023. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{pardyl2023active,\n  title={Active Visual Exploration Based on Attention-Map Entropy},\n  author={Pardyl, Adam and Rypeść, Grzegorz and Kurzejamski, Grzegorz and Zieliński, Bartosz and Trzciński, Tomasz},\n  booktitle={International Joint Conference on Artificial Intelligence (IJCAI)},\n  year={2023},\n  doi={10.24963/ijcai.2023/145},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Visual Probing: Cognitive Framework for Explaining Self-Supervised Image Representations.\n \n \n \n\n\n \n Oleszkiewicz, W.; Basaj, D.; Sieradzki, I.; Górszczak, M.; Rychalska, B.; Lewandowska, K.; Trzciński, T.; and Zieliński, B.\n\n\n \n\n\n\n In IEEE Access, 2023. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{oleszkiewicz2023visual,\n  title={Visual Probing: Cognitive Framework for Explaining Self-Supervised Image Representations},\n  author={Oleszkiewicz, Witold and Basaj, Dominika and Sieradzki, Igor and G{\\'o}rszczak, Michał and Rychalska, Barbara and Lewandowska, Koryna and Trzci{\\'n}ski, Tomasz and Zieli{\\'n}ski, Bartosz},\n  booktitle={IEEE Access},\n  year={2023},\n  doi={10.1109/ACCESS.2023.3242982},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n SONGs: Self-Organizing Neural Graphs.\n \n \n \n\n\n \n Struski, Ł.; Danel, T.; Śmieja, M.; Tabor, J.; and Zieliński, B.\n\n\n \n\n\n\n In Winter Conference on Applications of Computer Vision (WACV), 2023. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{struski2023songs,\n  title={SONGs: Self-Organizing Neural Graphs},\n  author={Struski, Łukasz and Danel, Tomasz and Śmieja, Marek and Tabor, Jacek and Zieliński, Bartosz},\n  booktitle={Winter Conference on Applications of Computer Vision (WACV)},\n  year={2023},\n  doi={10.1109/WACV56688.2023.00384},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n ProtoSeg: Interpretable Semantic Segmentation with Prototypical Parts.\n \n \n \n\n\n \n Sacha, M.; Rymarczyk, D.; Struski, Ł.; Tabor, J.; and Zieliński, B.\n\n\n \n\n\n\n In Winter Conference on Applications of Computer Vision (WACV), 2023. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{sacha2023protoseg,\n  title={ProtoSeg: Interpretable Semantic Segmentation with Prototypical Parts},\n  author={Sacha, Mikołaj and Rymarczyk, Dawid and Struski, Łukasz and Tabor, Jacek and Zieliński, Bartosz},\n  booktitle={Winter Conference on Applications of Computer Vision (WACV)},\n  year={2023},\n  doi={10.1109/WACV56688.2023.00153},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Identifying bacteria species on microscopic polyculture images using deep learning.\n \n \n \n\n\n \n Borowa, A.; Rymarczyk, D.; Ochońska, D.; Sroka, A.; Brzychczy-Włoch, M.; and Zeliński, B.\n\n\n \n\n\n\n IEEE Journal of Biomedical and Health Informatics, 27(1): 121–130. 2023.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@article{borowa2023identifying,\n  title={Identifying bacteria species on microscopic polyculture images using deep learning},\n  author={Borowa, Adriana and Rymarczyk, Dawid and Ochońska, Dorota and Sroka, Agnieszka and Brzychczy-Włoch, Monika and Zeliński, Bartosz},\n  journal={IEEE Journal of Biomedical and Health Informatics},\n  volume={27},\n  number={1},\n  pages={121--130},\n  year={2023},\n  publisher={IEEE},\n  doi={10.1109/JBHI.2022.3209551},\n}\n\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2022\n \n \n (5)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n Automating Patient-Level Lung Cancer Diagnosis in Different Data Regimes.\n \n \n \n\n\n \n Pardyl, A.; Rymarczyk, D.; Tabor, Z.; and Zieliński, B.\n\n\n \n\n\n\n In International Conference on Neural Information Processing (ICONIP), volume 1794, of Communications in Computer and Information Science, pages 13–24, 2022. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{zielinski2021what,\n  title={Automating Patient-Level Lung Cancer Diagnosis in Different Data Regimes},\n  author={Pardyl, Adam and Rymarczyk, Dawid and Tabor, Zbisław and Zieliński, Bartosz},\n  booktitle={International Conference on Neural Information Processing (ICONIP)},\n  year={2022},\n  series={Communications in Computer and Information Science},\n  volume={1794},\n  pages={13--24},\n  doi={10.1007/978-981-99-1648-1_2},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Interpretable Image Classification with Differentiable Prototypes Assignment.\n \n \n \n\n\n \n Rymarczyk, D.; Struski, Ł.; Górszczak, M.; Lewandowska, K.; Tabor, J.; and Zieliński, B.\n\n\n \n\n\n\n In European Conference on Computer Vision (ECCV), 2022. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{rymarczyk2022interpretable,\n  title={Interpretable Image Classification with Differentiable Prototypes Assignment},\n  author={Rymarczyk, Dawid and Struski, Łukasz and Górszczak, Michał and Lewandowska, Koryna and Tabor, Jacek and Zieli{\\'n}ski, Bartosz},\n  booktitle={European Conference on Computer Vision (ECCV)},\n  year={2022},\n  doi={10.1007/978-3-031-19775-8_21},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n ProtoMIL: Multiple Instance Learning with Prototypical Parts for Whole-Slide Image Classification.\n \n \n \n\n\n \n Rymarczyk, D.; Pardyl, A.; Kraus, J.; Kaczyńska, A.; Skomorowski, M.; and Zieliński, B.\n\n\n \n\n\n\n In European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), 2022. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{rymarczyk2022protomil,\n  title={ProtoMIL: Multiple Instance Learning with Prototypical Parts for Whole-Slide Image Classification},\n  author={Rymarczyk, Dawid and Pardyl, Adam and Kraus, Jarosław and Kaczyńska, Aneta and Skomorowski, Marek and Zieli{\\'n}ski, Bartosz},\n  booktitle={European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)},\n  year={2022},\n  doi={10.1007/978-3-031-26387-3_26},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Which Visual Features Impact the Performance of Target Task in Self-supervised Learning?.\n \n \n \n\n\n \n Oleszkiewicz, W.; Basaj, D.; Trzciński, T.; and Zieliński, B.\n\n\n \n\n\n\n In International Conference on Computational Science (ICCS), 2022. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{oleszkiewicz2022which,\n  title={Which Visual Features Impact the Performance of Target Task in Self-supervised Learning?},\n  author={Oleszkiewicz, Witold and Basaj, Dominika and Trzci{\\'n}ski, Tomasz and Zieli{\\'n}ski, Bartosz},\n  booktitle={International Conference on Computational Science (ICCS)},\n  year={2022},\n  doi={10.1007/978-3-031-08751-6_24},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Weakly-supervised cell classification for effective High Content Screening.\n \n \n \n\n\n \n Borowa, A.; Kruczek, S.; Tabor, J.; and Zieliński, B.\n\n\n \n\n\n\n In International Conference on Computational Science (ICCS), 2022. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{borowa2022weakly,\n  title={Weakly-supervised cell classification for effective High Content Screening},\n  author={Borowa, Adriana and Kruczek, Szczepan and Tabor, Jacek and Zieli{\\'n}ski, Bartosz},\n  booktitle={International Conference on Computational Science (ICCS)},\n  year={2022},\n  doi={10.1007/978-3-031-08751-6_23},\n}\n\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2021\n \n \n (7)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n What Pushes Self-Supervised Image Representations Away?.\n \n \n \n\n\n \n Zieliński, B.; and Górszczak, M.\n\n\n \n\n\n\n In International Conference on Neural Information Processing (ICONIP), volume 1516, of Communications in Computer and Information Science, pages 1–8, 2021. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{zielinski2021what,\n  title={What Pushes Self-Supervised Image Representations Away?},\n  author={Zieli{\\'n}ski, Bartosz and G{\\'o}rszczak, Michał},\n  booktitle={International Conference on Neural Information Processing (ICONIP)},\n  year={2021},\n  series={Communications in Computer and Information Science},\n  volume={1516},\n  pages={1--8},\n  doi={10.1007/978-3-030-92307-5_60},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Comparison of Supervised and Self-supervised Deep Representations Trained on Histological Image.\n \n \n \n\n\n \n Rymarczyk, D.; Borowa, A.; Bracha, A.; Chronowski, M.; Ozimek, W.; and Zieliński, B.\n\n\n \n\n\n\n In World Congress of Medical and Health (MEDINFO), 2021. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{rymarczyk2021comparison,\n  title = {Comparison of Supervised and Self-supervised Deep Representations Trained on Histological Image},\n  author = {Rymarczyk, Dawid and Borowa, Adriana and Bracha, Anna and Chronowski, Maurycy and Ozimek, Wojciech and Zieli{\\'n}ski, Bartosz},\n  booktitle = {World Congress of Medical and Health (MEDINFO)},\n  year = {2021},\n  doi={10.3233/SHTI220263},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n ProtoPShare: Prototypical Parts Sharing for Similarity Discovery in Interpretable Image Classification.\n \n \n \n\n\n \n Rymarczyk, D.; Struski, Ł.; Tabor, J.; and Zieliński, B.\n\n\n \n\n\n\n In ACM International Conference on Knowledge Discovery and Data Mining (KDD), 2021. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 6 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{rymarczyk2021protopshare,\n  title = {ProtoPShare: Prototypical Parts Sharing for Similarity Discovery in Interpretable Image Classification},\n  author = {Rymarczyk, Dawid and Struski, Łukasz and Tabor, Jacek and Zieli{\\'n}ski, Bartosz},\n  booktitle = {ACM International Conference on Knowledge Discovery and Data Mining (KDD)},\n  year = {2021},\n  doi={10.1145/3447548.3467245},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Explaining Self-Supervised Image Representations with Visual Probing.\n \n \n \n\n\n \n Basaj, D.; Oleszkiewicz, W.; Sieradzki, I.; Górszczak, M.; Rychalska, B.; Trzciński, T.; and Zieliński, B.\n\n\n \n\n\n\n In International Joint Conference on Artificial Intelligence (IJCAI), 2021. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 7 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{basaj2021explaining,\n  title={Explaining Self-Supervised Image Representations with Visual Probing},\n  author={Basaj, Dominika and Oleszkiewicz, Witold and Sieradzki, Igor and G{\\'o}rszczak, Michał and Rychalska, Barbara and Trzci{\\'n}ski, Tomasz and Zieli{\\'n}ski, Bartosz},\n  booktitle={International Joint Conference on Artificial Intelligence (IJCAI)},\n  year={2021},\n  doi={10.24963/ijcai.2021/82},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Persistence codebooks for topological data analysis.\n \n \n \n\n\n \n Zieliński, B.; Lipiński, M.; Juda, M.; Zeppelzauer, M.; and Dłotko, P.\n\n\n \n\n\n\n Artificial Intelligence Review, 54(3): 1969–2009. 2021.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@article{zielinski2021persistence,\n  title={Persistence codebooks for topological data analysis},\n  author={Zieli{\\'n}ski, Bartosz and Lipi{\\'n}ski, Michał and Juda, Mateusz and Zeppelzauer, Matthias and Dłotko, Paweł},\n  journal={Artificial Intelligence Review},\n  volume={54},\n  number={3},\n  pages={1969--2009},\n  year={2021},\n  publisher={Springer},\n  doi={10.1007/s10462-020-09897-4},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Kernel Self-Attention for Weakly-supervised Image Classification using Deep Multiple Instance Learning.\n \n \n \n\n\n \n Rymarczyk, D.; Borowa, A.; Tabor, J.; and Zielinski, B.\n\n\n \n\n\n\n In Winter Conference on Applications of Computer Vision (WACV), pages 1720–1729, 2021. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 6 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{rymarczyk2021kernel,\n  title={Kernel Self-Attention for Weakly-supervised Image Classification using Deep Multiple Instance Learning},\n  author={Rymarczyk, Dawid and Borowa, Adriana and Tabor, Jacek and Zielinski, Bartosz},\n  booktitle={Winter Conference on Applications of Computer Vision (WACV)},\n  pages={1720--1729},\n  year={2021},\n  %organization={IEEE},\n  doi={10.1109/WACV48630.2021.00176},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Deep learning classification of bacteria clones explained by persistence homology.\n \n \n \n\n\n \n Borowa, A.; Rymarczyk, D.; Ochońska, D.; Brzychczy-Włoch, M.; and Zieliński, B.\n\n\n \n\n\n\n In International Joint Conference on Neural Networks (IJCNN), 2021. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 4 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{borowa2021deep,\n  title={Deep learning classification of bacteria clones explained by persistence homology},\n  author={Borowa, Adriana and Rymarczyk, Dawid and Ocho{\\'n}ska, Dorota and Brzychczy-Włoch, Monika  and Zieli{\\'n}ski, Bartosz},\n  booktitle={International Joint Conference on Neural Networks (IJCNN)},\n  year={2021},\n  doi={10.1109/IJCNN52387.2021.9533954}\n}\n\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2020\n \n \n (2)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n Deep Learning approach to description and classification of fungi microscopic images.\n \n \n \n\n\n \n Zieliński, B.; Sroka-Oleksiak, A.; Rymarczyk, D.; Piekarczyk, A.; and Brzychczy-Włoch, M.\n\n\n \n\n\n\n PloS one, 15(6): 1–16. 2020.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@article{zielinski2020deep,\n  title={Deep Learning approach to description and classification of fungi microscopic images},\n  author={Zieli{\\'n}ski, Bartosz and Sroka-Oleksiak, Agnieszka and Rymarczyk, Dawid and Piekarczyk, Adam and Brzychczy-Włoch, Monika},\n  journal={PloS one},\n  volume={15},\n  number={6},\n  pages={1--16},\n  year={2020},\n  publisher={PloS},\n  doi={10.1371/journal.pone.0234806},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Thermal and oxygen conditions during development cause common rough woodlice (Porcellio scaber) to alter the size of their gas-exchange organs.\n \n \n \n\n\n \n Antoł, A.; Labecka, A. M.; Horváthová, T.; Zieliński, B.; Szabla, N.; Vasko, Y.; Pecio, A.; Kozłowski, J.; and Czarnołęski, M.\n\n\n \n\n\n\n Journal of Thermal Biology, 90: 1–10. 2020.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@article{antol2020thermal,\n  title={Thermal and oxygen conditions during development cause common rough woodlice (Porcellio scaber) to alter the size of their gas-exchange organs},\n  author={Antoł, Andrzej and Labecka, Anna Maria and Horv{\\'a}thov{\\'a}, Ter{\\'e}zia and Zieli{\\'n}ski, Bartosz and Szabla, Natalia and Vasko, Yaroslav and Pecio, Anna and Kozłowski, Jan and Czarnoł{\\k{e}}ski, Marcin},\n  journal={Journal of Thermal Biology},\n  volume={90},\n  pages={1--10},\n  year={2020},\n  publisher={Elsevier},\n  doi={10.1016/j.jtherbio.2020.102600},\n}\n\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2019\n \n \n (2)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n Persistence Bag-of-Words for Topological Data Analysis.\n \n \n \n\n\n \n Zieliński, B.; Lipiński, M.; Juda, M.; Zeppelzauer, M.; and Dłotko, P.\n\n\n \n\n\n\n In International Joint Conference on Artificial Intelligence (IJCAI), pages 4489–4495, 2019. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{zielinski2018persistence,\n  title={Persistence Bag-of-Words for Topological Data Analysis},\n  author={Zieli{\\'n}ski, Bartosz and Lipi{\\'n}ski, Michał and Juda, Mateusz and Zeppelzauer, Matthias and Dłotko, Paweł},\n  booktitle={International Joint Conference on Artificial Intelligence (IJCAI)},\n  pages={4489--4495},\n  year={2019},\n  %organization={International Joint Conferences on Artificial Intelligence Organization},\n  doi={10.24963/ijcai.2019/624},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Variational auto-encoders for generating feature-preserving automat.\n \n \n \n \n\n\n \n Podolak, I.; Roman, A.; Czekajski, A.; Leśniak, D.; and Zieliński, B.\n\n\n \n\n\n\n In Workshop on Non-Classical Models of Automata and Applications (NCMA), volume 336, of books@ocg.at, pages 171–185, 2019. \n \n\n\n\n
\n\n\n\n \n \n \"VariationalPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{podolak2019variational,\n  title={Variational auto-encoders for generating feature-preserving automat},\n  author={Podolak, Igor and Roman, Adam and Czekajski, Arkadiusz and Le{\\'s}niak, Damian and Zieli{\\'n}ski, Bartosz},\n  booktitle={Workshop on Non-Classical Models of Automata and Applications (NCMA)},\n  series={books@ocg.at},\n  volume={336},\n  pages={171--185},\n  year={2019},\n  %organization={Österreichische Computer Gesellschaft},\n  url={https://ncma2019.blogs.upv.es/files/2019/06/NCMA2019_OCGBand336.pdf},\n}\n\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2018\n \n \n (4)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n \n Processing of missing data by neural networks.\n \n \n \n \n\n\n \n Śmieja, M.; Struski, Ł.; Tabor, J.; Zieliński, B.; and Spurek, P.\n\n\n \n\n\n\n In Conference on Neural Information Processing Systems (NeurIPS), volume 31, of Advances in Neural Information Processing Systems, pages 2724–2734, 2018. \n \n\n\n\n
\n\n\n\n \n \n \"ProcessingPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{smieja2018processing,\n  title={Processing of missing data by neural networks},\n  author={{\\'S}mieja, Marek and Struski, Łukasz and Tabor, Jacek and Zieli{\\'n}ski, Bartosz and Spurek, Przemysław},\n  booktitle={Conference on Neural Information Processing Systems (NeurIPS)},\n  series={Advances in Neural Information Processing Systems},\n  volume={31},\n  pages={2724--2734},\n  year={2018},\n  %organization={Schloss Dagstuhl Leibniz Center for Informatics},\n  url={https://papers.nips.cc/paper/2018/file/411ae1bf081d1674ca6091f8c59a266f-Paper.pdf},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n A study on topological descriptors for the analysis of 3d surface texture.\n \n \n \n\n\n \n Zeppelzauer, M.; Zieliński, B.; Juda, M.; and Seidl, M.\n\n\n \n\n\n\n Computer Vision and Image Understanding, 167: 74–88. 2018.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@article{zeppelzauer2018study,\n  title={A study on topological descriptors for the analysis of 3d surface texture},\n  author={Zeppelzauer, Matthias and Zieli{\\'n}ski, Bartosz and Juda, Mateusz and Seidl, Markus},\n  journal={Computer Vision and Image Understanding},\n  volume={167},\n  pages={74--88},\n  year={2018},\n  publisher={Elsevier},\n  doi={10.1016/j.cviu.2017.10.012},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Label-free FTIR spectroscopy detects and visualizes the early stage of pulmonary micrometastasis seeded from breast carcinoma.\n \n \n \n\n\n \n Chrabaszcz, K.; Jasztal, A.; Smęda, M.; Zieliński, B.; Blat, A.; Diem, M.; Chlopicki, S.; Malek, K.; and Marzec, K. M\n\n\n \n\n\n\n Biochimica et Biophysica Acta (BBA)-Molecular Basis of Disease, 1864(11): 3574–3584. 2018.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@article{chrabaszcz2018label,\n  title={Label-free FTIR spectroscopy detects and visualizes the early stage of pulmonary micrometastasis seeded from breast carcinoma},\n  author={Chrabaszcz, Karolina and Jasztal, Agnieszka and Sm{\\k{e}}da, Marta and Zieli{\\'n}ski, Bartosz and Blat, Aneta and Diem, Max and Chlopicki, Stefan and Malek, Kamilla and Marzec, Katarzyna M},\n  journal={Biochimica et Biophysica Acta (BBA)-Molecular Basis of Disease},\n  volume={1864},\n  number={11},\n  pages={3574--3584},\n  year={2018},\n  publisher={Elsevier},\n  doi={10.1016/j.bbadis.2018.08.022},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n A machine learning approach to synchronization of automata.\n \n \n \n\n\n \n Podolak, I.; Roman, A.; Szykuła, M.; and Zieliński, B.\n\n\n \n\n\n\n Expert Systems with Applications, 97: 357–371. 2018.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@article{podolak2018machine,\n  title={A machine learning approach to synchronization of automata},\n  author={Podolak, Igor and Roman, Adam and Szykuła, Marek and Zieli{\\'n}ski, Bartosz},\n  journal={Expert Systems with Applications},\n  volume={97},\n  pages={357--371},\n  year={2018},\n  publisher={Elsevier},\n  doi={10.1016/j.eswa.2017.12.043},\n}\n\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2017\n \n \n (3)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n Deep learning approach to bacterial colony classification.\n \n \n \n\n\n \n Zieliński, B.; Plichta, A.; Misztal, K.; Spurek, P.; Brzychczy-Włoch, M.; and Ochońska, D.\n\n\n \n\n\n\n PloS one, 12(9): 1–14. 2017.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@article{zielinski2017deep,\n  title={Deep learning approach to bacterial colony classification},\n  author={Zieli{\\'n}ski, Bartosz and Plichta, Anna and Misztal, Krzysztof and Spurek, Przemysław and Brzychczy-Włoch, Monika and Ocho{\\'n}ska, Dorota},\n  journal={PloS one},\n  volume={12},\n  number={9},\n  pages={1--14},\n  year={2017},\n  publisher={PloS},\n  doi={10.1371/journal.pone.0184554},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Determining the shift of a bronchoscope catheter from the analysis of a video sequence of a bronchoscope video camera.\n \n \n \n\n\n \n Michalski, D.; Tabor, Z.; and Zieliński, B.\n\n\n \n\n\n\n Biocybernetics and Biomedical Engineering, 37(4): 630–636. 2017.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@article{michalski2017determining,\n  title={Determining the shift of a bronchoscope catheter from the analysis of a video sequence of a bronchoscope video camera},\n  author={Michalski, Dariusz and Tabor, Zbisław and Zieli{\\'n}ski, Bartosz},\n  journal={Biocybernetics and Biomedical Engineering},\n  volume={37},\n  number={4},\n  pages={630--636},\n  year={2017},\n  publisher={Elsevier},\n  doi={10.1016/j.bbe.2017.07.002},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Regression SVM for incomplete data.\n \n \n \n\n\n \n Struski, Ł.; Śmieja, M.; Zieliński, B.; and Tabor, J.\n\n\n \n\n\n\n Schedae Informaticae, 26: 23–35. 2017.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@article{struski2017regression,\n  title={Regression SVM for incomplete data},\n  author={Struski, Łukasz and {\\'S}mieja, Marek and Zieli{\\'n}ski, Bartosz and Tabor, Jacek},\n  journal={Schedae Informaticae},\n  volume={26},\n  pages={23--35},\n  year={2017},\n  publisher={Wydawnictwo Uniwersytetu Jagiello{\\'n}skiego},\n  doi={10.4467/20838476SI.17.001.6807},\n}\n\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2016\n \n \n (3)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n Fully-Automatic Method for Assessment of Flow-Mediated Dilation.\n \n \n \n\n\n \n Zieliński, B.; Dróżdż, A.; and Frołow, M.\n\n\n \n\n\n\n In International Conference on Computer Vision and Graphics (ICCVG), volume 9972, of Lecture Notes in Computer Science, pages 439–450, 2016. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{zielinski2016fully,\n  title={Fully-Automatic Method for Assessment of Flow-Mediated Dilation},\n  author={Zieli{\\'n}ski, Bartosz and Dr{\\'o}{\\.z}d{\\.z}, Agata and Frołow, Marzena},\n  booktitle={International Conference on Computer Vision and Graphics (ICCVG)},\n  series={Lecture Notes in Computer Science},\n  volume={9972},\n  pages={439--450},\n  year={2016},\n  %organization={Springer},\n  doi={10.1007/978-3-319-46418-3_39},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Topological descriptors for 3d surface analysis.\n \n \n \n\n\n \n Zeppelzauer, M.; Zieliński, B.; Juda, M.; and Seidl, M.\n\n\n \n\n\n\n In International Workshop on Computational Topology in Image Context (CTIC), volume 9667, of Lecture Notes in Computer Science, pages 77–87, 2016. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{zeppelzauer2016topological,\n  title={Topological descriptors for 3d surface analysis},\n  author={Zeppelzauer, Matthias and Zieli{\\'n}ski, Bartosz and Juda, Mateusz and Seidl, Markus},\n  booktitle={International Workshop on Computational Topology in Image Context (CTIC)},\n  series={Lecture Notes in Computer Science},\n  volume={9667},\n  pages={77--87},\n  year={2016},\n  %organization={Springer},\n  doi={10.1007/978-3-319-39441-1_8},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n RoughCut–New Approach to Segment High-Resolution Images.\n \n \n \n\n\n \n Babiuch, M.; Zieliński, B.; and Skomorowski, M.\n\n\n \n\n\n\n In International Conference on Artificial Intelligence and Soft Computing (ICAISC), volume 9693, of Lecture Notes in Computer Science, pages 591–601, 2016. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{babiuch2016roughcut,\n  title={RoughCut--New Approach to Segment High-Resolution Images},\n  author={Babiuch, Mateusz and Zieli{\\'n}ski, Bartosz and Skomorowski, Marek},\n  booktitle={International Conference on Artificial Intelligence and Soft Computing (ICAISC)},\n  series={Lecture Notes in Computer Science},\n  volume={9693},\n  pages={591--601},\n  year={2016},\n  %organization={Springer},\n  doi={10.1007/978-3-319-39384-1_52},\n}\n\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2015\n \n \n (2)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n Computer aided erosions and osteophytes detection based on hand radiographs.\n \n \n \n\n\n \n Zieliński, B.; Skomorowski, M.; Wojciechowski, W.; Korkosz, M.; and Sprężak, K.\n\n\n \n\n\n\n Pattern Recognition, 48(7): 2304–2317. 2015.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@article{zielinski2015computer,\n  title={Computer aided erosions and osteophytes detection based on hand radiographs},\n  author={Zieli{\\'n}ski, Bartosz and Skomorowski, Marek and Wojciechowski, Wadim and Korkosz, Mariusz and Spr{\\k{e}}{\\.z}ak, Kamila},\n  journal={Pattern Recognition},\n  volume={48},\n  number={7},\n  pages={2304--2317},\n  year={2015},\n  publisher={Elsevier},\n  doi={10.1016/j.patcog.2015.01.018},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Schmid filter and inpainting in computer-aided erosions and osteophytes detection based on hand radiographs.\n \n \n \n\n\n \n Zieliński, B.; and Skomorowski, M.\n\n\n \n\n\n\n In International Conference on Computer Recognition Systems (CORES), volume 403, of Advances in Intelligent Systems and Computing, pages 511–519, 2015. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{zielinski2016schmid,\n  title={Schmid filter and inpainting in computer-aided erosions and osteophytes detection based on hand radiographs},\n  author={Zieli{\\'n}ski, Bartosz and Skomorowski, Marek},\n  booktitle={International Conference on Computer Recognition Systems (CORES)},\n  series={Advances in Intelligent Systems and Computing},\n  volume={403},\n  pages={511--519},\n  year={2015},\n  %organization={Springer},\n  doi={10.1007/978-3-319-26227-7_48},\n}\n\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2014\n \n \n (1)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n A new approach to automatic continuous artery diameter measurement.\n \n \n \n\n\n \n Zieliński, B.; Roman, A.; Dróżdż, A.; Kowalewska, A.; and Frołow, M.\n\n\n \n\n\n\n In Federated Conference on Computer Science and Information Systems (FedCSIS), volume 2, of Annals of Computer Science and Information Systems, pages 247–251, 2014. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{zielinski2014new,\n  title={A new approach to automatic continuous artery diameter measurement},\n  author={Zieli{\\'n}ski, Bartosz and Roman, Adam and Dr{\\'o}{\\.z}d{\\.z}, Agata and Kowalewska, Agata and Frołow, Marzena},\n  booktitle={Federated Conference on Computer Science and Information Systems (FedCSIS)},\n  series={Annals of Computer Science and Information Systems},\n  volume={2},\n  pages={247--251},\n  year={2014},\n  %organization={IEEE},\n  doi={10.15439/2014F199},\n}\n\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2011\n \n \n (2)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n A Shape Description Language for Osteophytes Detection in Upper Surfaces of the Metacarpophalangeal Joints.\n \n \n \n\n\n \n Bielecka, M.; Bielecki, A.; Korkosz, M.; Skomorowski, M.; Sprężak, K.; Wojciechowski, W.; and Zieliński, B.\n\n\n \n\n\n\n In International Conference on Computer Recognition Systems (CORES), volume 95, of Advances in Intelligent Systems and Computing, pages 479–487, 2011. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{bielecka2011shape,\n  title={A Shape Description Language for Osteophytes Detection in Upper Surfaces of the Metacarpophalangeal Joints},\n  author={Bielecka, Marzena and Bielecki, Andrzej and Korkosz, Mariusz and Skomorowski, Marek and Spr{\\k{e}}{\\.z}ak, Kamila and Wojciechowski, Wadim and Zieli{\\'n}ski, Bartosz},\n  booktitle={International Conference on Computer Recognition Systems (CORES)},\n  series={Advances in Intelligent Systems and Computing},\n  volume={95},\n  pages={479--487},\n  year={2011},\n  %organization={Springer},\n  doi={10.1007/978-3-642-20320-6_50},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Modified Jakubowski shape transducer for detecting osteophytes and erosions in finger joints.\n \n \n \n\n\n \n Bielecka, M.; Bielecki, A.; Korkosz, M.; Skomorowski, M.; Wojciechowski, W.; and Zieliński, B.\n\n\n \n\n\n\n In International Conference on Adaptive and Natural Computing Algorithms (ICANNGA), volume 6594, of Lecture Notes in Computer Science, pages 147–155, 2011. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{bielecka2011modified,\n  title={Modified Jakubowski shape transducer for detecting osteophytes and erosions in finger joints},\n  author={Bielecka, Marzena and Bielecki, Andrzej and Korkosz, Mariusz and Skomorowski, Marek and Wojciechowski, Wadim and Zieli{\\'n}ski, Bartosz},\n  booktitle={International Conference on Adaptive and Natural Computing Algorithms (ICANNGA)},\n  series={Lecture Notes in Computer Science},\n  volume={6594},\n  pages={147--155},\n  year={2011},\n  %organization={Springer},\n  doi={10.1007/978-3-642-20267-4_16},\n}\n\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2010\n \n \n (3)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n Identifying the borders of the upper and lower metacarpophalangeal joint surfaces on hand radiographs.\n \n \n \n\n\n \n Bielecki, A.; Korkosz, M.; Wojciechowski, W.; and Zieliński, B.\n\n\n \n\n\n\n In International Conference on Artificial Intelligence and Soft Computing (ICAISC), volume 6113, of Lecture Notes in Computer Science, pages 589–596, 2010. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{bielecki2010identifying,\n  title={Identifying the borders of the upper and lower metacarpophalangeal joint surfaces on hand radiographs},\n  author={Bielecki, Andrzej and Korkosz, Mariusz and Wojciechowski, Wadim and Zieli{\\'n}ski, Bartosz},\n  booktitle={International Conference on Artificial Intelligence and Soft Computing (ICAISC)},\n  series={Lecture Notes in Computer Science},\n  volume={6113},\n  pages={589--596},\n  year={2010},\n  %organization={Springer},\n  doi={10.1007/978-3-642-13208-7_73},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Global Extremes Analysis in Applications of Discrete Tomography.\n \n \n \n \n\n\n \n Nowak, L.; and Zieliński, B.\n\n\n \n\n\n\n Bio-Algorithms and Med-Systems, 6(12): 21–24. 2010.\n \n\n\n\n
\n\n\n\n \n \n \"GlobalPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@article{nowak2010global,\n  title={Global Extremes Analysis in Applications of Discrete Tomography.},\n  author={Nowak, Leszek and Zieli{\\'n}ski, Bartosz},\n  journal={Bio-Algorithms and Med-Systems},\n  volume={6},\n  number={12},\n  pages={21--24},\n  year={2010},\n  publisher={Wydawnictwo Uniwersytetu Jagiello{\\'n}skiego},\n  url={https://d1wqtxts1xzle7.cloudfront.net/30486295/bams_12bw.pdf?1359184290=&response-content-disposition=inline%3B+filename%3DPerfusion_CT_in_Prostate_Cancer_Diagnost.pdf&Expires=1625693244&Signature=KDVyRbdMl8EVtm7ryx4XVOgBs2YqonTu6yGlRRXqXgX1OmNm6qtxZH3M8UAeMQW9W-RiCikbq9TVOv-ivL7QZxb9VTN28LeZG95vZqQST7Cu8XVn8U5~Fl7ak2QRV4zCap-brDuit1OmUFktz1jcHl9EjXG19xRpRSQuz69l8kQPMi2q-cHIocfKGeQE3XOZzJ0Yqr3jdYCN-szZ1YPmSOQ3J3Fe55xoIv7aUwDqidfKRuDtlZ8E6tISfZt9s1Bl3XEPlBIx3lFQ~KkHLFwjKlT7C4agCkNnIm8JzXm-q1nreJu4Kev1mmjPnyZH48dnQbcvc6XTkNRz3LbADehT6A__&Key-Pair-Id=APKAJLOHF5GGSLRBV4ZA#page=21},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n Application of shape description methodology to hand radiographs interpretation.\n \n \n \n\n\n \n Bielecka, M.; Bielecki, A.; Korkosz, M.; Skomorowski, M.; Wojciechowski, W.; and Zieliński, B.\n\n\n \n\n\n\n In International Conference on Computer Vision and Graphics (ICCVG), volume 6374, of Lecture Notes in Computer Science, pages 11–18, 2010. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@inproceedings{bielecka2010application,\n  title={Application of shape description methodology to hand radiographs interpretation},\n  author={Bielecka, Marzena and Bielecki, Andrzej and Korkosz, Mariusz and Skomorowski, Marek and Wojciechowski, Wadim and Zieli{\\'n}ski, Bartosz},\n  booktitle={International Conference on Computer Vision and Graphics (ICCVG)},\n  series={Lecture Notes in Computer Science},\n  volume={6374},\n  pages={11--18},\n  year={2010},\n  %organization={Springer},\n  doi={10.1007/978-3-642-15910-7_2},\n}\n\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2009\n \n \n (1)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n \n Hand radiograph analysis and joint space location improvement for image interpretation.\n \n \n \n \n\n\n \n Zieliński, B.\n\n\n \n\n\n\n Schedae Informaticae, 17: 45–61. 2009.\n \n\n\n\n
\n\n\n\n \n \n \"HandPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@article{zielinski2009hand,\n  title={Hand radiograph analysis and joint space location improvement for image interpretation},\n  author={Zieli{\\'n}ski, Bartosz},\n  journal={Schedae Informaticae},\n  volume={17},\n  pages={45--61},\n  year={2009},\n  publisher={Wydawnictwo Uniwersytetu Jagiello{\\'n}skiego},\n  url={https://ruj.uj.edu.pl/xmlui/bitstream/handle/item/84228/zielinski_hand_radiograph_analysis_and_joint_space_location_improvement_for_image_interpretation_2009.pdf?sequence=1&isAllowed=y},\n}\n\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2008\n \n \n (2)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n Hand radiographs preprocessing, image representation in the finger regions and joint space width measurements for image interpretation.\n \n \n \n\n\n \n Bielecki, A.; Korkosz, M.; and Zieliński, B.\n\n\n \n\n\n\n Pattern Recognition, 41(12): 3786–3798. 2008.\n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n  \n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@article{bielecki2008hand,\n  title={Hand radiographs preprocessing, image representation in the finger regions and joint space width measurements for image interpretation},\n  author={Bielecki, Andrzej and Korkosz, Mariusz and Zieli{\\'n}ski, Bartosz},\n  journal={Pattern Recognition},\n  volume={41},\n  number={12},\n  pages={3786--3798},\n  year={2008},\n  publisher={Elsevier},\n  doi={10.1016/j.patcog.2008.05.032},\n}\n\n
\n
\n\n\n\n
\n\n\n
\n \n\n \n \n \n \n \n \n Segmentacja i selekcja cech jako jeden z podstawowych problemów w rozpoznawaniu obrazów medycznych.\n \n \n \n \n\n\n \n Zieliński, B.\n\n\n \n\n\n\n Rocznik Kognitywistyczny, 2: 94–104. 2008.\n \n\n\n\n
\n\n\n\n \n \n \"SegmentacjaPaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@article{zielinski2008segmentacja,\n  title={Segmentacja i selekcja cech jako jeden z podstawowych problem{\\'o}w w rozpoznawaniu obraz{\\'o}w medycznych},\n  author={Zieli{\\'n}ski, Bartosz},\n  journal={Rocznik Kognitywistyczny},\n  volume={2},\n  pages={94--104},\n  year={2008},\n  publisher={Wydawnictwo Uniwersytetu Jagiello{\\'n}skiego},\n  url={http://www.ejournals.eu/sj/index.php/RK/article/view/3185/3184},\n}\n\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n
\n
\n  \n 2007\n \n \n (1)\n \n \n
\n
\n \n \n
\n \n\n \n \n \n \n \n \n A Fully-Automated Algorithm Dedicated to Computing Metacarpophalangeal and Interphalangeal Joint Cavity Widths.\n \n \n \n \n\n\n \n Zieliński, B.\n\n\n \n\n\n\n Schedae Informaticae, 16: 47–67. 2007.\n \n\n\n\n
\n\n\n\n \n \n \"APaper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n
@article{zielinski2009hand,\n  title={A Fully-Automated Algorithm Dedicated to Computing Metacarpophalangeal and Interphalangeal Joint Cavity Widths},\n  author={Zieli{\\'n}ski, Bartosz},\n  journal={Schedae Informaticae},\n  volume={16},\n  pages={47--67},\n  year={2007},\n  publisher={Wydawnictwo Uniwersytetu Jagiello{\\'n}skiego},\n  url={https://www.researchgate.net/profile/Bartosz-Zelinski/publication/228363933_Fully-automated_algorithm_dedicated_to_computing_metacarpophalangeal_and_interphalangeal_joint_cavity_widths/links/547069a90cf24af340c0a018/Fully-automated-algorithm-dedicated-to-computing-metacarpophalangeal-and-interphalangeal-joint-cavity-widths.pdf},\n}\n
\n
\n\n\n\n
\n\n\n\n\n\n
\n
\n\n\n\n\n
\n\n\n \n\n \n \n \n \n\n
\n"}; document.write(bibbase_data.data);