research_group:publications
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| * [[https://bpp.agh.edu.pl/autor/piekarski-michal-43242|Michał Piekarski]] | * [[https://bpp.agh.edu.pl/autor/piekarski-michal-43242|Michał Piekarski]] | ||
| - | MVG Group IF: 25.7\\ | + | MVG Group IF: 25.7\\ FIXME zaktualizować |
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| + | ===== 2023 ===== | ||
| + | * **Aleksandrowicz M.** and **Jaworek-Korjakowska J.**: //Metrics for Assessing Generalization of Deep Reinforcement Learning in Parameterized Environments//, Journal of Artificial Intelligence and Soft Computing Research, 2023, **IF 2,8, 140 pkt**, [[https://doi.org/10.2478/jaiscr-2024-0003|10.2478/jaiscr-2024-0003]], [[https://github.com/macmacal/drl_generalization_metrics| GitHub repo]]. | ||
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| + | ===== 2022 ===== | ||
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| + | * Cassidy B., Kendrick C., **Brodzicki A.**, **Jaworek-Korjakowska J.**, Hoon Yap M.: Analysis of the ISIC image datasets: usage, benchmarks and recommendations, Medical Image Analysis, 2022, **IF 8.545, 200 pkt** | ||
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| + | * **Wójcicka A.**, Walusiak Ł., Mroczka K., **Jaworek-Korjakowska J.**, Oprzędkiewicz K., Wróbel Z.: The object segmentation from the microstructure of a FSW dissimilar weld, Materials, 2022, **IF 3,748, 140 pkt** | ||
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| + | * **Brodzicki A.**, **Kucharski D.**, **Piekarski M.**, **Kostuch A.**, **Jaworek-Korjakowska J.**: Deep neural network interpretability methods for supervised and unsupervised problems, PP-RAI'2022: proceedings of the 3rd Polish conference on Artificial intelligence, 2022 | ||
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| + | * Gorgoń M., et al.: Systemy wizyjne w zastosowaniach przemysłowych, Nauka – technika – technologia : seria wydawnicza AGH, 2022 | ||
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| + | * **Piekarski M.**: Deep Neural Network for Beam Profile Classification in Synchrotron, International Beam Instrumentation Conference, 2022 | ||
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| + | * **Kucharski D.**, **Kostuch A.**, **Brodzicki A.**, **Noworolnik F.**, **Jaworek-Korjakowska J.**: DFU-Ens: End-to-End Diabetic Foot Ulcer Segmentation Framework with Vision Transformer Based Detection, Proceedings of the 25th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2022 | ||
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| + | * **Jaworek-Korjakowska, J.**, **Wójcicka A.**, **Kucharski D.**, **Brodzicki A.**, Kendrick C., Cassidy B., Hoon Yap M.: Skin_Hair dataset: Setting the benchmark for effective hair inpainting methods for improving the image quality of dermoscopic images, Proceedings of the 2022 European Conference on Computer Vision (ECCV), 2022 | ||
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| + | |||
| + | ===== 2021 ===== | ||
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| + | * **Jaworek-Korjakowska J.**, **Kostuch A.**, Skruch P.: SafeSO: interpretable and explainable deep learning approach for seat occupancy classification in vehicle interior, 2021 IEEE/CVF conference on Computer Vision and Pattern Recognition Workshops, 2021 | ||
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| + | * **Brodzicki A.**, **Piekarski M.**, **Jaworek-Korjakowska J.**: The whale optimization algorithm approach for deep neural networks, Sensors, 2021, IF 3,847, 100 pkt | ||
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| + | * **Jaworek-Korjakowska J.**, **Brodzicki A.**, Cassidy B., Kendrick C., Hoon Yap M.: Interpretability of a deep learning based approach for the classification of skin lesions into main anatomic body sites, Cancers, 2021, IF 6.575, 140 pkt | ||
| ===== 2020 ===== | ===== 2020 ===== | ||
| - | * (In Press) **Michał Piekarski**, **Joanna Jaworek-Korjakowska**, Adriana I. Wawrzyniak, **Marek Gorgon**, Convolutional neural network architecture for beam instabilities identification in Synchrotron Radiation Systems as an anomaly detection problem, Measurement, 2020, [[https://doi.org/10.1016/j.measurement.2020.108116]] \\ [size=80%][IF5 (2018) = 3.364, Top10][/size] | + | * **Andrzej Brodzicki**, **Joanna Jaworek-Korjakowska**, **Paweł Kłeczek**, Megan Garland, Matthew Bogyo. //Pre-trained deep convolutional neural network for clostridioides difficile bacteria cytotoxicity classification based on fluorescence images//, Sensors, 20(23), 2020, [[https://doi.org/10.3390/s20236713|10.3390/s20236713]] ([[https://www.mdpi.com/1424-8220/20/23/6713|HTML]]) \\ [size=80%][IF5 (2018) = ???][/size] |
| - | * **Dariusz Kucharski**, **Pawel Kleczek**, **Joanna Jaworek-Korjakowska**, Grzegorz Dyduch, **Marek Gorgon**. //Semi-Supervised Nests of Melanocytes Segmentation Method Using Convolutional Autoencoders//. Sensors, 2020, vol. 20, issue 6, 1546, doi: [[https://doi.org/10.3390/s20061546|10.3390/s20061546]] ([[https://www.mdpi.com/1424-8220/20/6/1546/htm|HTML]]) \\ [size=80%][IF5 (2018) = 2.737, Top10][/size] | + | |
| + | * **Michał Piekarski**, **Joanna Jaworek-Korjakowska**, Adriana I. Wawrzyniak, **Marek Gorgon**, Convolutional neural network architecture for beam instabilities identification in Synchrotron Radiation Systems as an anomaly detection problem, Measurement, 2020, [[https://doi.org/10.1016/j.measurement.2020.108116]] \\ [size=80%][IF5 (2018) = 3.364, Top10][/size] | ||
| + | |||
| + | * **Dariusz Kucharski**, **Pawel Kleczek**, **Joanna Jaworek-Korjakowska**, Grzegorz Dyduch, **Marek Gorgon**. //Semi-Supervised Nests of Melanocytes Segmentation Method Using Convolutional Autoencoders//. Sensors, 2020, vol. 20, issue 6, 1546, doi: [[https://doi.org/10.3390/s20061546|10.3390/s20061546]] ([[https://www.mdpi.com/1424-8220/20/6/1546/htm|HTML]]) \\ [size=80%][IF (2019): 3.275; IF5 (2018) = 2.737, Top10][/size] | ||
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| + | * **Joanna Jaworek-Korjakowska**, **Pawel Kleczek**, **Marek Gorgon**. //Melanoma Thickness Prediction Based on Convolutional Neural Network With VGG-19 Model Transfer Learning//. 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Long Beach, CA, USA, 2019, pp. 2748--2756, doi: [[https://doi.org/10.1109/CVPRW.2019.00333]] \\ [size=80%][Honorable Mention Award; 200 pkt MNiSW][/size] | ||
| - | * **Pawel Kleczek**, **Joanna Jaworek-Korjakowska**, **Marek Gorgon**. //A novel method for tissue segmentation in high-resolution H&E-stained histopathological whole-slide images//. Computerized Medical Imaging and Graphics, 2020, vol. 79, 2022, Art. ID 101686, doi: [[https://doi.org/10.1016/j.compmedimag.2019.101686|10.1016/j.compmedimag.2019.101686]] ([[https://www.sciencedirect.com/science/article/pii/S0895611119301016|HTML]]) \\ [size=80%][IF5 (2018) = 2.737, Top10][/size] | + | * **Pawel Kleczek**, **Joanna Jaworek-Korjakowska**, **Marek Gorgon**. //A novel method for tissue segmentation in high-resolution H&E-stained histopathological whole-slide images//. Computerized Medical Imaging and Graphics, 2020, vol. 79, 2022, Art. ID 101686, doi: [[https://doi.org/10.1016/j.compmedimag.2019.101686|10.1016/j.compmedimag.2019.101686]] ([[https://www.sciencedirect.com/science/article/pii/S0895611119301016|HTML]]) \\ [size=80%][IF (2019): 3.750; IF5 (2018) = 2.737, Top10][/size] /* IF (2018) = 3.298 */ |
| ===== 2019 ===== | ===== 2019 ===== | ||
| - | * **Pawel Kleczek**, Grzegorz Dyduch, Agnieszka Graczyk-Jarzynka, **Joanna Jaworek-Korjakowska**. //A New Approach to Border Irregularity Assessment with Application in Skin Pathology//. Applied Sciences (Basel), 2019, 9(10), 2022, doi: [[https://doi.org/10.3390/app9102022|10.3390/app9102022]] ([[https://www.mdpi.com/2076-3417/9/10/2022|Abstract]], [[https://www.mdpi.com/2076-3417/9/10/2022/html|HTML]], [[https://www.mdpi.com/2076-3417/9/10/2022/pdf|PDF]]) \\ [size=80%][IF5 (2018) = 2.287][/size] | + | * **Pawel Kleczek**, Grzegorz Dyduch, Agnieszka Graczyk-Jarzynka, **Joanna Jaworek-Korjakowska**. //A New Approach to Border Irregularity Assessment with Application in Skin Pathology//. Applied Sciences (Basel), 2019, 9(10), 2022, doi: [[https://doi.org/10.3390/app9102022|10.3390/app9102022]] ([[https://www.mdpi.com/2076-3417/9/10/2022|Abstract]], [[https://www.mdpi.com/2076-3417/9/10/2022/html|HTML]], [[https://www.mdpi.com/2076-3417/9/10/2022/pdf|PDF]]) \\ [size=80%][IF (2018) = 2.217; IF5 (2018) = 2.287][/size] |
| * [size=80%](konferencja)[/size] [[https://icalepcs2019.bnl.gov/home.html|ICALEPCS'19]] (nbsp) **Michał Piekarski**, W.T Kitka, **Joanna Jaworek-Korjakowska**. //Deep Neural Network for Anomaly Detection in Accelerators// ([[http://icalepcs2019.vrws.de/papers/wepha121.pdf|PDF]], [[http://icalepcs2019.vrws.de/posters/wepha121_poster.pdf|Poster]], [[http://icalepcs2019.vrws.de/index.html|Web]]) | * [size=80%](konferencja)[/size] [[https://icalepcs2019.bnl.gov/home.html|ICALEPCS'19]] (nbsp) **Michał Piekarski**, W.T Kitka, **Joanna Jaworek-Korjakowska**. //Deep Neural Network for Anomaly Detection in Accelerators// ([[http://icalepcs2019.vrws.de/papers/wepha121.pdf|PDF]], [[http://icalepcs2019.vrws.de/posters/wepha121_poster.pdf|Poster]], [[http://icalepcs2019.vrws.de/index.html|Web]]) | ||
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| * **Paweł Kłeczek**, Martyna Lech, Grzegorz Dyduch, **Joanna Jaworek-Korjakowska**, Ryszard Tadeusiewicz. //Segmentation of black ink and melanin in skin histopathological images//. Proc. SPIE 10581, Medical Imaging 2018: Digital Pathology, 105811A (2018); doi: [[https://doi.org/10.1117/12.2292859|10.1117/12.2292859]]. ([[https://www.spiedigitallibrary.org/conference-proceedings-of-spie/10581/105811A/Segmentation-of-black-ink-and-melanin-in-skin-histopathological-images/10.1117/12.2292859.short?SSO=1|Abstract]]) | * **Paweł Kłeczek**, Martyna Lech, Grzegorz Dyduch, **Joanna Jaworek-Korjakowska**, Ryszard Tadeusiewicz. //Segmentation of black ink and melanin in skin histopathological images//. Proc. SPIE 10581, Medical Imaging 2018: Digital Pathology, 105811A (2018); doi: [[https://doi.org/10.1117/12.2292859|10.1117/12.2292859]]. ([[https://www.spiedigitallibrary.org/conference-proceedings-of-spie/10581/105811A/Segmentation-of-black-ink-and-melanin-in-skin-histopathological-images/10.1117/12.2292859.short?SSO=1|Abstract]]) | ||
| - | * **Joanna Jaworek-Korjakowska**, **Pawel Kleczek**. //eSkin: Study on the Smartphone Application for Early Detection of Malignant Melanoma//. Wireless Communications and Mobile Computing, vol. 2018, Article ID 5767360, pp. 1--11, (2018). doi: [[https://doi.org/10.1155/2018/5767360|10.1155/2018/5767360]]. ([[https://www.hindawi.com/journals/wcmc/2018/5767360/|HTML]], [[http://downloads.hindawi.com/journals/wcmc/2018/5767360.pdf|PDF]]) \\ [size=80%][IF5 (2018) = 1.364][/size] | + | * **Joanna Jaworek-Korjakowska**, **Pawel Kleczek**. //eSkin: Study on the Smartphone Application for Early Detection of Malignant Melanoma//. Wireless Communications and Mobile Computing, vol. 2018, Article ID 5767360, pp. 1--11, (2018). doi: [[https://doi.org/10.1155/2018/5767360|10.1155/2018/5767360]]. ([[https://www.hindawi.com/journals/wcmc/2018/5767360/|HTML]], [[http://downloads.hindawi.com/journals/wcmc/2018/5767360.pdf|PDF]]) \\ [size=80%][IF (2018): 1.396; IF5 (2018) = 1.364][/size] |
| * **Joanna Jaworek-Korjakowska**, **Pawel Kleczek**. //Region Adjacency Graph Approach for Acral Melanocytic Lesion Segmentation//. Applied Sciences (Basel), 2018, 8(9), 1430, doi: [[https://doi.org/10.3390/app8091430|10.3390/app8091430]] ([[http://www.mdpi.com/2076-3417/8/9/1430|Abstract]], [[http://www.mdpi.com/2076-3417/8/9/1430/htm|HTML]], [[http://www.mdpi.com/2076-3417/8/9/1430/pdf|PDF]]) \\ [size=80%][IF5 (2018) = 2.287][/size] | * **Joanna Jaworek-Korjakowska**, **Pawel Kleczek**. //Region Adjacency Graph Approach for Acral Melanocytic Lesion Segmentation//. Applied Sciences (Basel), 2018, 8(9), 1430, doi: [[https://doi.org/10.3390/app8091430|10.3390/app8091430]] ([[http://www.mdpi.com/2076-3417/8/9/1430|Abstract]], [[http://www.mdpi.com/2076-3417/8/9/1430/htm|HTML]], [[http://www.mdpi.com/2076-3417/8/9/1430/pdf|PDF]]) \\ [size=80%][IF5 (2018) = 2.287][/size] | ||
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| ===== 2017 ===== | ===== 2017 ===== | ||
| - | * **Paweł Kłeczek**, Grzegorz Dyduch, **Joanna Jaworek-Korjakowska**, Ryszard Tadeusiewicz. //Automated epidermis segmentation in histopathological images of human skin stained with hematoxylin and eosin//. Proc. SPIE 10140, Medical Imaging 2017: Digital Pathology, 101400M (2017). doi: [[https://doi.org/10.1117/12.2249018|10.1117/12.2249018]]. ([[http://proceedings.spiedigitallibrary.org/proceeding.aspx?articleid=2608559|Abstract]], [[https://drive.google.com/open?id=0B1Rp-jhc52-PQldnMjZNM01tUVk|Poster PDF]]) | + | * **Paweł Kłeczek**, Grzegorz Dyduch, **Joanna Jaworek-Korjakowska**, Ryszard Tadeusiewicz. //Automated epidermis segmentation in histopathological images of human skin stained with hematoxylin and eosin//. Proc. SPIE 10140, Medical Imaging 2017: Digital Pathology, 101400M (2017). doi: [[https://doi.org/10.1117/12.2249018|10.1117/12.2249018]]. ([[http://proceedings.spiedigitallibrary.org/proceeding.aspx?articleid=2608559|Abstract]], [[https://drive.google.com/file/d/1gbc2-_9_MCjpENFTJldEq67cckUNUylr/view?usp=sharing|Poster PDF]]) |
| * Philip Gouverneur, **Joanna Jaworek-Korjakowska**, Lukas Köping, Kimiaki Shirahama, **Paweł Kłeczek**, Marcin Grzegorzek. //Classification of Physiological Data for Emotion Recognition//. ICAISC 2017: Artificial Intelligence and Soft Computing (2017), doi: [[https://doi.org/10.1007/978-3-319-59063-9_55|10.1007/978-3-319-59063-9_55]], pp. 619--627 ([[https://link.springer.com/chapter/10.1007/978-3-319-59063-9_55|Abstract]]) | * Philip Gouverneur, **Joanna Jaworek-Korjakowska**, Lukas Köping, Kimiaki Shirahama, **Paweł Kłeczek**, Marcin Grzegorzek. //Classification of Physiological Data for Emotion Recognition//. ICAISC 2017: Artificial Intelligence and Soft Computing (2017), doi: [[https://doi.org/10.1007/978-3-319-59063-9_55|10.1007/978-3-319-59063-9_55]], pp. 619--627 ([[https://link.springer.com/chapter/10.1007/978-3-319-59063-9_55|Abstract]]) | ||
research_group/publications.1602168891.txt.gz · Last modified: 2020/10/08 16:54 by pkleczek
