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Joanna Jaworek-Korjakowska
Tytuł
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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
1442022
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 (1), 8934242, 2016
662016
Computer‐aided diagnosis of micro‐malignant melanoma lesions applying support vector machines
J Jaworek-Korjakowska
BioMed research international 2016 (1), 4381972, 2016
592016
The whale optimization algorithm approach for deep neural networks
A Brodzicki, M Piekarski, J Jaworek-Korjakowska
Sensors 21 (23), 8003, 2021
472021
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
Determination of border irregularity in dermoscopic color images of pigmented skin lesions.
J Jaworek-Korjakowska, R Tadeusiewicz
Conference proceedings:... Annual International Conference of the IEEE …, 2014
442014
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
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
372020
Novel method for border irregularity assessment in dermoscopic color images
J Jaworek-Korjakowska
Computational and mathematical methods in medicine 2015 (1), 496202, 2015
362015
Eskin: study on the smartphone application for early detection of malignant melanoma
J Jaworek-Korjakowska, P Kleczek
Wireless Communications and Mobile Computing 2018 (1), 5767360, 2018
312018
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
272020
Automatic detection of melanomas: an application based on the ABCD criteria
J Jaworek-Korjakowska
Information Technologies in Biomedicine: Third International Conference …, 2012
252012
Hair removal from dermoscopic color images
J Jaworek-Korjakowska, R Tadeusiewicz
Bio-Algorithms and Med-Systems 9 (2), 53-58, 2013
242013
Convolutional neural network architecture for beam instabilities identification in Synchrotron Radiation Systems as an anomaly detection problem
M Piekarski, J Jaworek-Korjakowska, AI Wawrzyniak, M Gorgon
Measurement 165, 108116, 2020
222020
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
Assessment of dots and globules in dermoscopic color images as one of the 7-point check list criteria
J Jaworek-Korjakowska, R Tadeusiewicz
Image Processing (ICIP), 2013 20th IEEE International Conference on, 1456-1460, 2013
222013
A deep learning approach to vascular structure segmentation in dermoscopy colour images
J Jaworek-Korjakowska
BioMed research international 2018 (1), 5049390, 2018
212018
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
202017
Design of a wearable sensor network for home monitoring system
E Kańtoch, J Jaworek, P Augustyniak
2011 Federated Conference on Computer Science and Information Systems …, 2011
202011
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