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research [2018/10/22 16:10]
pkleczek [2016]
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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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- 
-  * [[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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-==== 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. ([[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]]) 
- 
- 
-==== 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). 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]]) 
- 
- 
-==== 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:​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]]) 
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-==== 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 ===== 
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-==== 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]]) 
- 
-==== 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.1540217448.txt.gz · Last modified: 2020/03/25 11:46 (external edit)