| Analysis of the ISIC image datasets: Usage, benchmarks and recommendations B Cassidy, C Kendrick, A Brodzicki, J Jaworek-Korjakowska, MH Yap Medical image analysis 75, 102305, 2022 | 202 | 2022 |
| The whale optimization algorithm approach for deep neural networks A Brodzicki, M Piekarski, J Jaworek-Korjakowska Sensors 21 (23), 8003, 2021 | 61 | 2021 |
| Transfer learning methods as a new approach in computer vision tasks with small datasets A Brodzicki, M Piekarski, D Kucharski, J Jaworek-Korjakowska, M Gorgon Foundations of Computing and Decision Sciences 45 (3), 179-193, 2020 | 47 | 2020 |
| Pre-trained deep convolutional neural network for clostridioides difficile bacteria cytotoxicity classification based on fluorescence images A Brodzicki, J Jaworek-Korjakowska, P Kleczek, M Garland, M Bogyo Sensors 20 (23), 6713, 2020 | 27 | 2020 |
| Interpretability of a deep learning based approach for the classification of skin lesions into main anatomic body sites J Jaworek-Korjakowska, A Brodzicki, B Cassidy, C Kendrick, MH Yap Cancers 13 (23), 6048, 2021 | 21 | 2021 |
| Deep neural networks and advanced computer vision algorithms in the early diagnosis of skin diseases J Jaworek-Korjakowska, MH Yap, D Bhattacharjee, P Kleczek, A Brodzicki, ... State of the art in neural networks and their applications, 47-81, 2023 | 8 | 2023 |
| DFU-Ens: End-to-End Diabetic Foot Ulcer Segmentation Framework with Vision Transformer Based Detection D Kucharski, A Kostuch, F Noworolnik, A Brodzicki, ... Diabetic Foot Ulcers Grand Challenge, 101-112, 2022 | 5 | 2022 |
| DFU-Ens: End-to-End Diabetic Foot Ulcer Segmentation Framework with Vision Transformer Based Detection A Brodzicki, J Jaworek-Korjakowska Diabetic Foot Ulcers Grand Challenge: Third Challenge, DFUC 2022, Held in …, 2023 | 2 | 2023 |
| CompLung: comprehensive computer-aided diagnosis of lung cancer A Pardyl, D Rymarczyk, J Jaworek-Korjakowska, D Kucharski, A Brodzicki, ... ECAI 2023, 1835-1842, 2023 | 2 | 2023 |
| Skin_Hair Dataset: Setting the Benchmark for Effective Hair Inpainting Methods for Improving the Image Quality of Dermoscopic Images J Jaworek-Korjakowska, A Wojcicka, D Kucharski, A Brodzicki, C Kendrick, ... European Conference on Computer Vision, 167-184, 2022 | 2 | 2022 |
| Automatic Artifact Removal from Dermoscopic Images K Kozaczko, R Szpot, A Brodzicki, A Wójcicka Proceedings of the XXI Polish Control Conference, 193-202, 2023 | 1 | 2023 |
| Transformers Neural Networks Applications in Different Computer Vision Tasks A Brodzicki, M Piekarski, A Kostuch, F Noworolnik, M Aleksandrowicz, ... Wojciechowski A.(Ed.), Lipiński P.(Ed.)., Progress in Polish Artificial …, 2023 | | 2023 |
| Wykorzystanie technik sztucznych sieci neuronowych do predykcji wybranych parametrów jako uzupełnienia zbioru danych wejściowych w konstrukcji modeli parametrycznych 3D W Kaczmarczyk, A Brodzicki Nafta-Gaz 77, 2021 | | 2021 |
| Deep Neural Network Interpretability Methods for Supervised and Unsupervised Problems A Brodzicki, D Kucharski, J Jaworek-Korjakowska | | |