Melanoma thickness prediction based on convolutional neural network with VGG-19 model transfer learning J Jaworek-Korjakowska, P Kleczek, M Gorgon Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019 | 94 | 2019 |
Automatic classification of specific melanocytic lesions using artificial intelligence J Jaworek-Korjakowska, P Kłeczek BioMed research international 2016, 2016 | 66 | 2016 |
A novel method for tissue segmentation in high-resolution H&E-stained histopathological whole-slide images P Kleczek, J Jaworek-Korjakowska, M Gorgon Computerized Medical Imaging and Graphics 79, 101686, 2020 | 44 | 2020 |
Semi-supervised nests of melanocytes segmentation method using convolutional autoencoders D Kucharski, P Kleczek, J Jaworek-Korjakowska, G Dyduch, M Gorgon Sensors 20 (6), 1546, 2020 | 39 | 2020 |
Eskin: study on the smartphone application for early detection of malignant melanoma J Jaworek-Korjakowska, P Kleczek Wireless Communications and Mobile Computing 2018, 2018 | 30 | 2018 |
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 | 26 | 2020 |
Automated epidermis segmentation in histopathological images of human skin stained with hematoxylin and eosin P Kłeczek, G Dyduch, J Jaworek-Korjakowska, R Tadeusiewicz Medical Imaging 2017: Digital Pathology 10140, 140-158, 2017 | 22 | 2017 |
Classification of physiological data for emotion recognition P Gouverneur, J Jaworek-Korjakowska, L Köping, K Shirahama, ... Artificial Intelligence and Soft Computing: 16th International Conference …, 2017 | 19 | 2017 |
Region adjacency graph approach for acral melanocytic lesion segmentation J Jaworek-Korjakowska, P Kleczek Applied Sciences 8 (9), 1430, 2018 | 9 | 2018 |
Automatic detection of blue-whitish veil as the primary dermoscopic feature J Jaworek-Korjakowska, P Kłeczek, M Grzegorzek, K Shirahama Artificial Intelligence and Soft Computing: 16th International Conference …, 2017 | 9 | 2017 |
Segmentation of black ink and melanin in skin histopathological images P Kłeczek, M Lech, J Jaworek-Korjakowska, G Dyduch, R Tadeusiewicz Medical Imaging 2018: Digital Pathology 10581, 335-342, 2018 | 5 | 2018 |
Detection and classification of pigment network in dermoscopic color images as one of the 7-point checklist criteria J Jaworek-Korjakowska, P Kłeczek, R Tadeusiewicz Recent Developments and Achievements in Biocybernetics and Biomedical …, 2018 | 5 | 2018 |
The accuracy of H&E stain unmixing techniques when estimating relative stain concentrations P Kłeczek, S Mól, J Jaworek-Korjakowska Recent Developments and Achievements in Biocybernetics and Biomedical …, 2018 | 5 | 2018 |
Simulation of pedestrians behavior in a shopping mall P Kłeczek, J Wąs International Conference on Cellular Automata, 650-659, 2014 | 5 | 2014 |
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 | 4 | 2023 |
A New Approach to Border Irregularity Assessment with Application in Skin Pathology P Kleczek, G Dyduch, A Graczyk-Jarzynka, J Jaworek-Korjakowska Applied Sciences 9 (10), 2022, 2019 | 2 | 2019 |
Computer vision and machine learning algorithms for dermatopathological image analysis P Kªeczek | | 2020 |