Bartosz M Zielinski
Bartosz M Zielinski
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Deep learning approach to bacterial colony classification
B Zieliński, A Plichta, K Misztal, P Spurek, M Brzychczy-Włoch, ...
PloS one 12 (9), e0184554, 2017
Processing of missing data by neural networks
M Śmieja, Ł Struski, J Tabor, B Zieliński, P Spurek
Advances in neural information processing systems 31, 2018
Hand radiographs preprocessing, image representation in the finger regions and joint space width measurements for image interpretation
A Bielecki, M Korkosz, B Zieliński
Pattern Recognition 41 (12), 3786-3798, 2008
Protopshare: Prototypical parts sharing for similarity discovery in interpretable image classification
D Rymarczyk, Ł Struski, J Tabor, B Zieliński
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
Deep learning approach to describe and classify fungi microscopic images
B Zieliński, A Sroka-Oleksiak, D Rymarczyk, A Piekarczyk, ...
PloS one 15 (6), e0234806, 2020
Interpretable image classification with differentiable prototypes assignment
D Rymarczyk, Ł Struski, M Górszczak, K Lewandowska, J Tabor, ...
European Conference on Computer Vision, 351-368, 2022
Kernel self-attention for weakly-supervised image classification using deep multiple instance learning
D Rymarczyk, A Borowa, J Tabor, B Zielinski
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021
Hand radiograph analysis and joint space location improvement for image interpretation
B Zieliński
Schedae Informaticae 17, 2009
Label-free FTIR spectroscopy detects and visualizes the early stage of pulmonary micrometastasis seeded from breast carcinoma
K Chrabaszcz, A Jasztal, M Smęda, B Zieliński, A Blat, M Diem, ...
Biochimica et Biophysica Acta (BBA)-Molecular Basis of Disease 1864 (11 …, 2018
Persistence codebooks for topological data analysis
B Zieliński, M Lipiński, M Juda, M Zeppelzauer, P Dłotko
Artificial Intelligence Review 54, 1969-2009, 2021
Topological descriptors for 3d surface analysis
M Zeppelzauer, B Zieliński, M Juda, M Seidl
Computational Topology in Image Context: 6th International Workshop, CTIC …, 2016
Application of shape description methodology to hand radiographs interpretation
M Bielecka, A Bielecki, M Korkosz, M Skomorowski, W Wojciechowski, ...
Computer Vision and Graphics: International Conference, ICCVG 2010, Warsaw …, 2010
Persistence bag-of-words for topological data analysis
B Zieliński, M Lipiński, M Juda, M Zeppelzauer, P Dłotko
arXiv preprint arXiv:1812.09245, 2018
Modified Jakubowski shape transducer for detecting osteophytes and erosions in finger joints
M Bielecka, A Bielecki, M Korkosz, M Skomorowski, W Wojciechowski, ...
Adaptive and Natural Computing Algorithms: 10th International Conference …, 2011
A fully-automated algorithm dedicated to computing metacarpophalangeal and interphalangeal joint cavity widths
B Zielinski
Schedae Informaticae 16, 47-67, 2007
A study on topological descriptors for the analysis of 3d surface texture
M Zeppelzauer, B Zieliński, M Juda, M Seidl
Computer Vision and Image Understanding 167, 74-88, 2018
Explaining self-supervised image representations with visual probing
D Basaj, W Oleszkiewicz, I Sieradzki, M Górszczak, B Rychalska, ...
Freiburg, Germany: International Joint Conferences on Artificial Intelligence, 2021
A machine learning approach to synchronization of automata
I Podolak, A Roman, M Szykuła, B Zieliński
Expert Systems with Applications 97, 357-371, 2018
Identifying the borders of the upper and lower metacarpophalangeal joint surfaces on hand radiographs
A Bielecki, M Korkosz, W Wojciechowski, B Zieliński
Artificial Intelligence and Soft Computing: 10th International Conference …, 2010
A fuzzy shape descriptor and inference by fuzzy relaxation with application to description of bones contours at hand radiographs
M Bielecka, M Skomorowski, B Zieliński
Adaptive and Natural Computing Algorithms: 9th International Conference …, 2009
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