| 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 | 127 | 2022 |
| 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 | 93 | 2019 |
| Automatic classification of specific melanocytic lesions using artificial intelligence J Jaworek-Korjakowska, P Kłeczek BioMed research international 2016, 2016 | 66 | 2016 |
| Computer-aided diagnosis of micro-malignant melanoma lesions applying support vector machines J Jaworek-Korjakowska BioMed research international 2016, 2016 | 56 | 2016 |
| The whale optimization algorithm approach for deep neural networks A Brodzicki, M Piekarski, J Jaworek-Korjakowska Sensors 21 (23), 8003, 2021 | 45 | 2021 |
| 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 | 43 | 2020 |
| 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 | 43 | 2014 |
| 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 | 38 | 2020 |
| 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 | 35 | 2020 |
| Novel method for border irregularity assessment in dermoscopic color images J Jaworek-Korjakowska Computational and mathematical methods in medicine 2015, 2015 | 35 | 2015 |
| 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 |
| Automatic detection of melanomas: an application based on the ABCD criteria J Jaworek-Korjakowska Information Technologies in Biomedicine: Third International Conference …, 2012 | 24 | 2012 |
| Hair removal from dermoscopic color images J Jaworek-Korjakowska, R Tadeusiewicz Bio-Algorithms and Med-Systems 9 (2), 53-58, 2013 | 23 | 2013 |
| 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 |
| 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 | 21 | 2020 |
| 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 | 21 | 2013 |
| A deep learning approach to vascular structure segmentation in dermoscopy colour images J Jaworek-Korjakowska BioMed research international 2018, 2018 | 20 | 2018 |
| 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 | 20 | 2011 |
| 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 |
Pawel KleczekAGH University of Science and TechnologyVerified email at agh.edu.pl
