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Pawel Kleczek
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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
942019
Automatic classification of specific melanocytic lesions using artificial intelligence
J Jaworek-Korjakowska, P Kłeczek
BioMed research international 2016, 2016
662016
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
442020
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
392020
Eskin: study on the smartphone application for early detection of malignant melanoma
J Jaworek-Korjakowska, P Kleczek
Wireless Communications and Mobile Computing 2018, 2018
302018
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
262020
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
222017
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
192017
Region adjacency graph approach for acral melanocytic lesion segmentation
J Jaworek-Korjakowska, P Kleczek
Applied Sciences 8 (9), 1430, 2018
92018
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
92017
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
52018
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
52018
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
52018
Simulation of pedestrians behavior in a shopping mall
P Kłeczek, J Wąs
International Conference on Cellular Automata, 650-659, 2014
52014
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
42023
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
22019
Computer vision and machine learning algorithms for dermatopathological image analysis
P Kªeczek
2020
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