| Deep learning-based waste detection in natural and urban environments S Majchrowska, A Mikołajczyk, M Ferlin, Z Klawikowska, MA Plantykow, ... Waste Management 138, 274-284, 2022 | 166 | 2022 |
| Deep CNN based decision support system for detection and assessing the stage of diabetic retinopathy A Kwasigroch, B Jarzembinski, M Grochowski 2018 International Interdisciplinary PhD Workshop (IIPhDW), 111-116, 2018 | 133 | 2018 |
| Deep neural networks approach to skin lesions classification—A comparative analysis A Kwasigroch, A Mikołajczyk, M Grochowski 2017 22nd international conference on methods and models in automation and …, 2017 | 92 | 2017 |
| Neural architecture search for skin lesion classification A Kwasigroch, M Grochowski, A Mikołajczyk Ieee Access 8, 9061-9071, 2020 | 59 | 2020 |
| Deep convolutional neural networks as a decision support tool in medical problems–malignant melanoma case study A Kwasigroch, A Mikołajczyk, M Grochowski Trends in Advanced Intelligent Control, Optimization and Automation …, 2017 | 38 | 2017 |
| Self-supervised learning to increase the performance of skin lesion classification A Kwasigroch, M Grochowski, A Mikołajczyk Electronics 9 (11), 1930, 2020 | 30 | 2020 |
| Towards explainable classifiers using the counterfactual approach-global explanations for discovering bias in data A Mikołajczyk, M Grochowski, A Kwasigroch Journal of Artificial Intelligence and Soft Computing Research 11 (1), 51-67, 2021 | 25 | 2021 |
| Selected Technical Issues of Deep Neural Networks for Image Classification Purposes M Grochowski, A Kwasigroch, A Mikołajczyk Bulletin of the Polish Academy of Sciences: Technical Sciences, 2019 | 25 | 2019 |
| A comprehensive analysis of deep neural-based cerebral microbleeds detection system MA Ferlin, M Grochowski, A Kwasigroch, A Mikołajczyk, E Szurowska, ... Electronics 10 (18), 2208, 2021 | 16 | 2021 |
| Intelligent system supporting diagnosis of malignant melanoma A Mikołajczyk, A Kwasigroch, M Grochowski Trends in Advanced Intelligent Control, Optimization and Automation …, 2017 | 16 | 2017 |
| Waste detection in Pomerania: non-profit project for detecting waste in environment S Majchrowska, A Mikołajczyk, M Ferlin, Z Klawikowska, MA Plantykow, ... arXiv preprint arXiv:2105.06808, 2021 | 12 | 2021 |
| Deep neural network architecture search using network morphism A Kwasigroch, M Grochowski, M Mikolajczyk 2019 24th International Conference on Methods and Models in Automation and …, 2019 | 10 | 2019 |
| DIAGNOSIS OF MALIGNANT MELANOMA BY NEURAL NETWORK ENSEMBLE-BASED SYSTEM UTILISING HAND-CRAFTED SKIN LESION FEATURES M Grochowski, A Mikołajczyk, A Kwasigroch Metrology and Measurement Systems, 2019 | 10 | 2019 |
| Attention-based deep learning system for classification of breast lesions—multimodal, weakly supervised approach M Bobowicz, M Rygusik, J Buler, R Buler, M Ferlin, A Kwasigroch, ... Cancers 15 (10), 2704, 2023 | 6 | 2023 |
| Optimal selection of input features and an acompanying neural network structure for the classification purposes-skin lesions case study A Mikolajczyk, M Grochowski, A Kwasigroch 2018 23rd International Conference on Methods & Models in Automation …, 2018 | 3 | 2018 |
| System wspomagający diagnostykę czerniaka złośliwego przy pomocy metod przetwarzania obrazu i algorytmów inteligencji obliczeniowej A Mikołajczyk, A Kwasigroch, M Grochowski Zeszyty Naukowe Wydziału Elektrotechniki i Automatyki Politechniki Gdańskiej …, 2016 | 3 | 2016 |
| Grzywi nska, M.; Sabisz MA Ferlin, M Grochowski, A Kwasigroch, A Mikołajczyk, E Szurowska A. A Comprehensive Analysis of Deep Neural-Based Cerebral Microbleeds …, 2021 | 2 | 2021 |
| Towards explainable classifiers using the counterfactual approach--global explanations for discovering bias in data A Mikołajczyk, M Grochowski, A Kwasigroch arXiv preprint arXiv:2005.02269, 2020 | 2 | 2020 |
| Global explanations for discovering bias in data A Mikołajczyk, M Grochowski, A Kwasigroch arXiv preprint arXiv:2005.02269, 2020 | 2 | 2020 |
| Rozpoznawanie obiektów przez głębokie sieci neuronowe A Kwasigroch, M Grochowski Zeszyty Naukowe Wydziału Elektrotechniki i Automatyki Politechniki Gdańskiej …, 2018 | 2 | 2018 |
