Attention-Based Deep Learning System for Classification of Breast Lesions-Multimodal, Weakly Supervised Approach
Bobowicz, Maciej, Rygusik, Marlena, Buler, Jakub, Buler, Rafał, Ferlin, Maria, Kwasigroch, Arkadiusz, Szurowska, Edyta, Grochowski, Michał
Published in Cancers (10.05.2023)
Published in Cancers (10.05.2023)
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Journal Article
Self-Supervised Learning to Increase the Performance of Skin Lesion Classification
Kwasigroch, Arkadiusz, Grochowski, Michał, Mikołajczyk, Agnieszka
Published in Electronics (Basel) (01.11.2020)
Published in Electronics (Basel) (01.11.2020)
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Journal Article
Towards Explainable Classifiers Using the Counterfactual Approach - Global Explanations for Discovering Bias in Data
Mikołajczyk, Agnieszka, Grochowski, Michał, Kwasigroch, Arkadiusz
Published in Journal of Artificial Intelligence and Soft Computing Research (01.01.2021)
Published in Journal of Artificial Intelligence and Soft Computing Research (01.01.2021)
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Journal Article
A Comprehensive Analysis of Deep Neural-Based Cerebral Microbleeds Detection System
Ferlin, Maria Anna, Grochowski, Michał, Kwasigroch, Arkadiusz, Mikołajczyk, Agnieszka, Szurowska, Edyta, Grzywińska, Małgorzata, Sabisz, Agnieszka
Published in Electronics (Basel) (01.09.2021)
Published in Electronics (Basel) (01.09.2021)
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Journal Article
Interpretable deep learning approach for classification of breast cancer - a comparative analysis of multiple instance learning models
Buler, Jakub, Buler, Rafal, Bobowicz, Maciej, Ferlin, Maria, Rygusik, Marlena, Kwasigroch, Arkadiusz, Grochowski, Michal
Published in 2023 27th International Conference on Methods and Models in Automation and Robotics (MMAR) (22.08.2023)
Published in 2023 27th International Conference on Methods and Models in Automation and Robotics (MMAR) (22.08.2023)
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Conference Proceeding
Optimal Selection of Input Features and an Acompanying Neural Network Structure for the Classification Purposes - Skin Lesions Case Study
Mikolajczyk, Agnieszka, Grochowski, Michal, Kwasigroch, Arkadiusz
Published in 2018 23rd International Conference on Methods & Models in Automation & Robotics (MMAR) (01.08.2018)
Published in 2018 23rd International Conference on Methods & Models in Automation & Robotics (MMAR) (01.08.2018)
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Conference Proceeding
Deep neural networks approach to skin lesions classification - A comparative analysis
Kwasigroch, Arkadiusz, Mikolajczyk, Agnieszka, Grochowski, Michal
Published in 2017 22nd International Conference on Methods and Models in Automation and Robotics (MMAR) (01.08.2017)
Published in 2017 22nd International Conference on Methods and Models in Automation and Robotics (MMAR) (01.08.2017)
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Conference Proceeding
Waste detection in Pomerania: non-profit project for detecting waste in environment
Majchrowska, Sylwia, Mikołajczyk, Agnieszka, Ferlin, Maria, Klawikowska, Zuzanna, Plantykow, Marta A, Kwasigroch, Arkadiusz, Majek, Karol
Published in arXiv.org (12.05.2021)
Published in arXiv.org (12.05.2021)
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