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research [2020/02/03 20:58] pkleczek [2019] |
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| - | ====== Research ====== | ||
| - | ===== Area of interest ===== | ||
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| - | * digital image analysis (focus on: microscopic images) | ||
| - | * machine learning | ||
| - | * [[research:computer-aided-histopathology|computer aided histopathology]] | ||
| - | * [[histopathology:start|histopatology of skin]] (Polish only) | ||
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| - | ===== Projects ===== | ||
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| - | * [[research:skin]] (PhD thesis) | ||
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| - | /* | ||
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| - | * [[research:projects:jcet-lung-cancer]] | ||
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| - | */ | ||
| - | ===== Publications ===== | ||
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| - | [[https://www.bpp.agh.edu.pl/autor/kleczek-pawel-17866|List of publications in BPP AGH database]] | ||
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| - | ==== 2020 ==== | ||
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| - | * **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) = 2.287][/size] */ | ||
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| - | ==== 2019 ==== | ||
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| - | * Pawel Kleczek, Grzegorz Dyduch, Agnieszka Graczyk-Jarzynka, Joanna Jaworek-Korjakowska. //A New Approach to Border Irregularity Assessment with Application in Skin Pathology//. Applied Sciences 2019, 9(10), 2022, doi: https://doi.org/10.3390/app9102022 ([[https://www.mdpi.com/2076-3417/9/10/2022|Abstract]], [[https://www.mdpi.com/2076-3417/9/10/2022/html|Full HTML]], [[https://www.mdpi.com/2076-3417/9/10/2022/pdf|Full PDF]]) | ||
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| - | ==== 2018 ==== | ||
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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: 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]]) | ||
| - | * Jaworek-Korjakowska J., Kleczek P. //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:10.1155/2018/5767360. ([[https://www.hindawi.com/journals/wcmc/2018/5767360/|Full HTML]], [[http://downloads.hindawi.com/journals/wcmc/2018/5767360.pdf|Full PDF]]) | ||
| - | * Joanna Jaworek-Korjakowska, Pawel Kleczek. //Region Adjacency Graph Approach for Acral Melanocytic Lesion Segmentation//. Applied Sciences 2018, 8(9), 1430, doi: https://doi.org/10.3390/app8091430 ([[http://www.mdpi.com/2076-3417/8/9/1430|Abstract]], [[http://www.mdpi.com/2076-3417/8/9/1430/htm|Full HTML]], [[http://www.mdpi.com/2076-3417/8/9/1430/pdf|Full PDF]]) | ||
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| - | ==== 2017 ==== | ||
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| - | * 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:10.1117/12.2249018. ([[http://proceedings.spiedigitallibrary.org/proceeding.aspx?articleid=2608559|Abstract]], [[https://drive.google.com/open?id=0B1Rp-jhc52-PQldnMjZNM01tUVk|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: 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]]) | ||
| - | * Joanna Jaworek-Korjakowska, Paweł Kłeczek, Marcin Grzegorzek, Kimiaki Shirahama. //Automatic Detection of Blue-Whitish Veil as the Primary Dermoscopic Feature//. ICAISC 2017: Artificial Intelligence and Soft Computing (2017), doi: 10.1007/978-3-319-59063-9_55, pp. 649--657 ([[https://link.springer.com/chapter/10.1007/978-3-319-59063-9_58|Abstract]]) | ||
| - | * Paweł Kłeczek, Sylwia Mól, Joanna Jaworek-Korjakowska. //The Accuracy of H&E Stain Unmixing Techniques When Estimating Relative Stain Concentrations//. PCBBE 2017: Advances in Intelligent Systems and Computing, Springer (2017), doi: [[http://dx.doi.org/10.1007/978-3-319-66905-2_7|10.1007/978-3-319-66905-2_7]], pp. 87--97 ([[https://link.springer.com/chapter/10.1007/978-3-319-66905-2_7|Abstract]]) | ||
| - | * Joanna Jaworek-Korjakowska, Paweł Kłeczek, Ryszard Tadeusiewicz. //Detection and classification of pigment network in dermoscopic color images as one of the 7-point checklist criteria//. PCBBE 2017: Advances in Intelligent Systems and Computing, Springer (2017). pp. 174--181 ([[https://link.springer.com/chapter/10.1007/978-3-319-66905-2_15|Abstract]]) | ||
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| - | ==== 2016 ==== | ||
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| - | * Jaworek-Korjakowska J, Kłeczek P. //Automatic Classification of Specific Melanocytic Lesions Using Artificial Intelligence//. BioMed Research International. Volume 2016, Article ID 8934242, 17 pages. doi: http://dx.doi.org/10.1155/2016/8934242 ([[http://www.hindawi.com/journals/bmri/2016/8934242/|Full HTML]], [[http://downloads.hindawi.com/journals/bmri/2016/8934242.pdf|Full PDF]]) | ||
| - | |||
| - | ==== 2014 ==== | ||
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| - | * Kłeczek, Paweł; Wąs, Jarosław. //Simulation of Pedestrians Behavior in a Shopping Mall//. Lecture Notes in Computer Science. Vol. 8751. pp. 650-659. 2014. ([[http://link.springer.com/chapter/10.1007/978-3-319-11520-7_69|Abstract & preview]]) | ||
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| - | ===== Prizes and awards ===== | ||
| - | |||
| - | ==== 2016 ==== | ||
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| - | * IX edycja konkursu Polskiego Towarzystwa Inżynierii Biomedycznej na najlepszą pracę magisterską z dziedziny inżynierii biomedycznej obronioną w roku 2015 \\ — //wyróżnienie// ([[http://ptib.ibib.waw.pl/doc/konkurs/Laureaci_Konkurs_PTIB_2015.pdf|wyniki]]) | ||
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| - | ==== 2015 ==== | ||
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| - | * 46. edycja "Konkursu na najlepszą pracę dyplomową I i II stopnia uczelni Krakowa w dziedzinie transportu" za rok 2014 \\ — //I miejsce// ([[http://www.sitk.org.pl/rozdano-nagrody-w-konkursie-na-najlepsza-prace-dyplomowa-i-i-ii-stopnia-uczelni-krakowa-w-dziedzinie-transportu/|wyniki]]) | ||
research.1580759896.txt.gz · Last modified: 2020/03/25 11:46 (external edit)
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