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--- research_group:start [2019/11/15 07:24]
pkleczek
+++ research_group:start [2020/05/06 18:34]
pkleczek [@PK histo]
@@ Line 1: / Line 1: @@
-====== Research Group ======
+====== MVG Research Group ======
+FIXME
+===== Research area =====
+==== Deep neural networks in early detection of melanomas ====
+FIXME
+====  Computer-aided histopathology ====
+**Research goal:**\\
+To improve skin melanoma diagnosis by providing additional means of automatic detection of important diagnostic features in histopathological images.
+The research topics include:
+  * tissue segmentation
+  * epidermis segmentation
+  * epidermal morphometry measurement
+Research activity:
+  * **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]
+  * **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**, 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]
+  * **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**, 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**, 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]])
+==== Anomaly detection with the use of pre-trained CNN architectures ====
+FIXME
+==== Detection and analysis of patterns (@asia: muszę dopracować ) ====
+FIXME
+==== Cell detection - Andrzej... ====
+FIXME
+----
 <nspages -subns -textNS="Kategorie" -textPages="Strony" -title -hideNoPages -hideNoSubns -exclude>

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