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Joanna Jaworek-Korjakowska
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2020 – today
- 2024
- [j17]Michal Piekarski, Joanna Jaworek-Korjakowska, Adriana Wawrzyniak:
Automatic Analysis and Anomaly Detection System of Transverse Electron Beam Profile Based on Advanced and Interpretable Deep Learning Architectures. J. Artif. Intell. Soft Comput. Res. 14(2): 139-156 (2024) - [j16]Karnati Mohan, Geet Sahu, Akanksha Yadav, Ayan Seal, Joanna Jaworek-Korjakowska, Marek Penhaker, Ondrej Krejcar:
MD-DCNN: Multi-Scale Dilation-Based Deep Convolution Neural Network for epilepsy detection using electroencephalogram signals. Knowl. Based Syst. 301: 112322 (2024) - [e2]Slawomir Nowaczyk, Przemyslaw Biecek, Neo Christopher Chung, Mauro Vallati, Pawel Skruch, Joanna Jaworek-Korjakowska, Simon Parkinson, Alexandros Nikitas, Martin Atzmüller, Tomás Kliegr, Ute Schmid, Szymon Bobek, Nada Lavrac, Marieke Peeters, Roland van Dierendonck, Saskia Robben, Eunika Mercier-Laurent, Gülgün Kayakutlu, Mieczyslaw Lech Owoc, Karl Mason, Abdul Wahid, Pierangela Bruno, Francesco Calimeri, Francesco Cauteruccio, Giorgio Terracina, Diedrich Wolter, Jochen L. Leidner, Michael Kohlhase, Vania Dimitrova:
Artificial Intelligence. ECAI 2023 International Workshops - XAI³, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30 - October 4, 2023, Proceedings, Part I. Communications in Computer and Information Science 1947, Springer 2024, ISBN 978-3-031-50395-5 [contents] - [e1]Slawomir Nowaczyk, Przemyslaw Biecek, Neo Christopher Chung, Mauro Vallati, Pawel Skruch, Joanna Jaworek-Korjakowska, Simon Parkinson, Alexandros Nikitas, Martin Atzmüller, Tomás Kliegr, Ute Schmid, Szymon Bobek, Nada Lavrac, Marieke Peeters, Roland van Dierendonck, Saskia Robben, Eunika Mercier-Laurent, Gülgün Kayakutlu, Mieczyslaw Lech Owoc, Karl Mason, Abdul Wahid, Pierangela Bruno, Francesco Calimeri, Francesco Cauteruccio, Giorgio Terracina, Diedrich Wolter, Jochen L. Leidner, Michael Kohlhase, Vania Dimitrova:
Artificial Intelligence. ECAI 2023 International Workshops - XAI³, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30 - October 4, 2023, Proceedings, Part II. Communications in Computer and Information Science 1948, Springer 2024, ISBN 978-3-031-50484-6 [contents] - 2023
- [j15]Tacjana Niksa-Rynkiewicz, Piotr Stomma, Anna Witkowska, Danuta Rutkowska, Adam Slowik, Krzysztof Cpalka, Joanna Jaworek-Korjakowska, Piotr Kolendo:
An Intelligent Approach to Short-Term Wind Power Prediction Using Deep Neural Networks. J. Artif. Intell. Soft Comput. Res. 13(3): 197-210 (2023) - [j14]Maciej Aleksandrowicz, Joanna Jaworek-Korjakowska:
Metrics for Assessing Generalization of Deep Reinforcement Learning in Parameterized Environments. J. Artif. Intell. Soft Comput. Res. 14(1): 45-61 (2023) - [j13]Karnati Mohan, Ayan Seal, Joanna Jaworek-Korjakowska, Ondrej Krejcar:
Facial Expression Recognition in-the-Wild Using Blended Feature Attention Network. IEEE Trans. Instrum. Meas. 72: 1-16 (2023) - [j12]Geet Sahu, Ayan Seal, Joanna Jaworek-Korjakowska, Ondrej Krejcar:
Single Image Dehazing via Fusion of Multilevel Attention Network for Vision-Based Measurement Applications. IEEE Trans. Instrum. Meas. 72: 1-15 (2023) - [j11]Samir Jain, Rohan Atale, Anubhav Gupta, Utkarsh Mishra, Ayan Seal, Aparajita Ojha, Joanna Jaworek-Korjakowska, Ondrej Krejcar:
CoInNet: A Convolution-Involution Network With a Novel Statistical Attention for Automatic Polyp Segmentation. IEEE Trans. Medical Imaging 42(12): 3987-4000 (2023) - [c14]Adam Pardyl, Dawid Rymarczyk, Joanna Jaworek-Korjakowska, Dariusz Kucharski, Andrzej Brodzicki, Julia Lasek, Zofia Schneider, Iwona Kucybala, Andrzej Urbanik, Rafal Obuchowicz, Zbislaw Tabor, Bartosz Zielinski:
CompLung: Comprehensive Computer-Aided Diagnosis of Lung Cancer. ECAI 2023: 1835-1842 - 2022
- [j10]Bill Cassidy, Connah Kendrick, Andrzej Brodzicki, Joanna Jaworek-Korjakowska, Moi Hoon Yap:
Analysis of the ISIC image datasets: Usage, benchmarks and recommendations. Medical Image Anal. 75: 102305 (2022) - [c13]Joanna Jaworek-Korjakowska, Anna Wójcicka, Dariusz Kucharski, Andrzej Brodzicki, Connah Kendrick, Bill Cassidy, Moi Hoon Yap:
Skin_Hair Dataset: Setting the Benchmark for Effective Hair Inpainting Methods for Improving the Image Quality of Dermoscopic Images. ECCV Workshops (4) 2022: 167-184 - [c12]Michal Piekarski, Joanna Jaworek-Korjakowska, Adriana Wawrzyniak:
A Hybrid Deep Learning Based Anomaly Detection Framework dedicated for Big Research Infrastructures. ICARCV 2022: 887-892 - [c11]Dariusz Kucharski, Aleksander Kostuch, Filip Noworolnik, Andrzej Brodzicki, Joanna Jaworek-Korjakowska:
DFU-Ens: End-to-End Diabetic Foot Ulcer Segmentation Framework with Vision Transformer Based Detection. DFUC@MICCAI 2022: 101-112 - 2021
- [j9]Andrzej Brodzicki, Michal Piekarski, Joanna Jaworek-Korjakowska:
The Whale Optimization Algorithm Approach for Deep Neural Networks. Sensors 21(23): 8003 (2021) - [c10]Joanna Jaworek-Korjakowska, Aleksander Kostuch, Pawel Skruch:
SafeSO: Interpretable and Explainable Deep Learning Approach for Seat Occupancy Classification in Vehicle Interior. CVPR Workshops 2021: 103-112 - 2020
- [j8]Pawel Kleczek, Joanna Jaworek-Korjakowska, Marek Gorgon:
A novel method for tissue segmentation in high-resolution H&E-stained histopathological whole-slide images. Comput. Medical Imaging Graph. 79: 101686 (2020) - [j7]Dariusz Kucharski, Pawel Kleczek, Joanna Jaworek-Korjakowska, Grzegorz Dyduch, Marek Gorgon:
Semi-Supervised Nests of Melanocytes Segmentation Method Using Convolutional Autoencoders. Sensors 20(6): 1546 (2020) - [j6]Andrzej Brodzicki, Joanna Jaworek-Korjakowska, Pawel Kleczek, Megan C. Garland, Matthew Bogyo:
Pre-Trained Deep Convolutional Neural Network for Clostridioides Difficile Bacteria Cytotoxicity Classification Based on Fluorescence Images. Sensors 20(23): 6713 (2020)
2010 – 2019
- 2019
- [c9]Joanna Jaworek-Korjakowska, Pawel Kleczek, Marek Gorgon:
Melanoma Thickness Prediction Based on Convolutional Neural Network With VGG-19 Model Transfer Learning. CVPR Workshops 2019: 2748-2756 - [c8]Joanna Jaworek-Korjakowska:
Acral melanocytic lesion segmentation with a convolution neural network (U-Net). Medical Imaging: Computer-Aided Diagnosis 2019: 109504B - 2018
- [j5]Joanna Jaworek-Korjakowska, Pawel Kleczek:
eSkin: Study on the Smartphone Application for Early Detection of Malignant Melanoma. Wirel. Commun. Mob. Comput. 2018 (2018) - [c7]Pawel Kleczek, Martyna Lech, Joanna Jaworek-Korjakowska, Grzegorz Dyduch, Ryszard Tadeusiewicz:
Segmentation of black ink and melanin in skin histopathological images. Medical Imaging: Digital Pathology 2018: 105811A - 2017
- [c6]Philip Gouverneur, Joanna Jaworek-Korjakowska, Lukas Köping, Kimiaki Shirahama, Pawel Kleczek, Marcin Grzegorzek:
Classification of Physiological Data for Emotion Recognition. ICAISC (1) 2017: 619-627 - [c5]Joanna Jaworek-Korjakowska, Pawel Kleczek, Marcin Grzegorzek, Kimiaki Shirahama:
Automatic Detection of Blue-Whitish Veil as the Primary Dermoscopic Feature. ICAISC (1) 2017: 649-657 - [c4]Pawel Kleczek, Grzegorz Dyduch, Joanna Jaworek-Korjakowska, Ryszard Tadeusiewicz:
Automated epidermis segmentation in histopathological images of human skin stained with hematoxylin and eosin. Medical Imaging: Digital Pathology 2017: 101400M - 2016
- [j4]Elzbieta Pociask, Joanna Jaworek-Korjakowska, Krzysztof Malinowski, Tomasz Roleder, Wojciech Wojakowski:
Fully Automated Lipid Pool Detection Using Near Infrared Spectroscopy. Comput. Math. Methods Medicine 2016: 1487859:1-1487859:9 (2016) - 2015
- [j3]Joanna Jaworek-Korjakowska, Ryszard Tadeusiewicz:
Design of a teledermatology system to support the consultation of dermoscopic cases using mobile technologies and cloud platform. Bio Algorithms Med Syst. 11(1): 53-58 (2015) - [j2]Joanna Jaworek-Korjakowska:
Novel Method for Border Irregularity Assessment in Dermoscopic Color Images. Comput. Math. Methods Medicine 2015: 496202:1-496202:11 (2015) - 2014
- [c3]Joanna Jaworek-Korjakowska, Ryszard Tadeusiewicz:
Determination of border irregularity in dermoscopic color images of pigmented skin lesions. EMBC 2014: 6459-6462 - 2013
- [j1]Joanna Jaworek-Korjakowska, Ryszard Tadeusiewicz:
Hair removal from dermoscopic color images. Bio Algorithms Med Syst. 9(2): 53-58 (2013) - [c2]Joanna Jaworek-Korjakowska, Ryszard Tadeusiewicz:
Assessment of dots and globules in dermoscopic color images as one of the 7-point check list criteria. ICIP 2013: 1456-1460 - 2012
- [c1]Joanna Jaworek-Korjakowska:
Automatic Detection of Melanomas: An Application Based on the ABCD Criteria. ITIB 2012: 67-76
Coauthor Index
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last updated on 2024-08-23 18:36 CEST by the dblp team
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