Joanna Jaworek-Korjakowska
Orcid: 0000-0003-0146-8652
According to our database1,
Joanna Jaworek-Korjakowska
authored at least 29 papers
between 2012 and 2023.
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Bibliography
2023
CoInNet: A Convolution-Involution Network With a Novel Statistical Attention for Automatic Polyp Segmentation.
IEEE Trans. Medical Imaging, December, 2023
Metrics for Assessing Generalization of Deep Reinforcement Learning in Parameterized Environments.
J. Artif. Intell. Soft Comput. Res., December, 2023
An Intelligent Approach to Short-Term Wind Power Prediction Using Deep Neural Networks.
J. Artif. Intell. Soft Comput. Res., June, 2023
Single Image Dehazing via Fusion of Multilevel Attention Network for Vision-Based Measurement Applications.
IEEE Trans. Instrum. Meas., 2023
IEEE Trans. Instrum. Meas., 2023
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023
2022
Medical Image Anal., 2022
DFU-Ens: End-to-End Diabetic Foot Ulcer Segmentation Framework with Vision Transformer Based Detection.
Proceedings of the Diabetic Foot Ulcers Grand Challenge - Third Challenge, 2022
A Hybrid Deep Learning Based Anomaly Detection Framework dedicated for Big Research Infrastructures.
Proceedings of the 17th International Conference on Control, 2022
Skin_Hair Dataset: Setting the Benchmark for Effective Hair Inpainting Methods for Improving the Image Quality of Dermoscopic Images.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022
2021
SafeSO: Interpretable and Explainable Deep Learning Approach for Seat Occupancy Classification in Vehicle Interior.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
2020
Semi-Supervised Nests of Melanocytes Segmentation Method Using Convolutional Autoencoders.
Sensors, 2020
Pre-Trained Deep Convolutional Neural Network for Clostridioides Difficile Bacteria Cytotoxicity Classification Based on Fluorescence Images.
Sensors, 2020
A novel method for tissue segmentation in high-resolution H&E-stained histopathological whole-slide images.
Comput. Medical Imaging Graph., 2020
2019
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
Melanoma Thickness Prediction Based on Convolutional Neural Network With VGG-19 Model Transfer Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
2018
eSkin: Study on the Smartphone Application for Early Detection of Malignant Melanoma.
Wirel. Commun. Mob. Comput., 2018
Proceedings of the Medical Imaging 2018: Digital Pathology, 2018
2017
Automated epidermis segmentation in histopathological images of human skin stained with hematoxylin and eosin.
Proceedings of the Medical Imaging 2017: Digital Pathology, 2017
Proceedings of the Artificial Intelligence and Soft Computing, 2017
Proceedings of the Artificial Intelligence and Soft Computing, 2017
2016
Comput. Math. Methods Medicine, 2016
2015
Comput. Math. Methods Medicine, 2015
Design of a teledermatology system to support the consultation of dermoscopic cases using mobile technologies and cloud platform.
Bio Algorithms Med Syst., 2015
2014
Determination of border irregularity in dermoscopic color images of pigmented skin lesions.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Assessment of dots and globules in dermoscopic color images as one of the 7-point check list criteria.
Proceedings of the IEEE International Conference on Image Processing, 2013
2012
Proceedings of the Information Technologies in Biomedicine, 2012