Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

Keywords

Equipment

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The analysis of morphometry of human epidermis in histopathological images

2016/23/N/ST7/01361

Keywords:

image analysis machine learning melanoma histopathology

Descriptors:

  • ST7_11: Electronic, optoelectronic and photonic components and systems for applications (e.g. in biomedical engineering)

Panel:

ST7 - Systems and communication engineering: electronics, communication, optoelectronics

Host institution :

Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie, Wydział Elektrotechniki, Automatyki, Informatyki i Inżynierii Biomedycznej

woj. małopolskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr Paweł Kłeczek 

Number of co-investigators in the project: 2

Call: PRELUDIUM 12 - announced on 2016-09-15

Amount awarded: 105 100 PLN

Project start date (Y-m-d): 2017-10-05

Project end date (Y-m-d): 2021-10-04

Project duration:: 48 months (the same as in the proposal)

Project status: Project settled

Project description

Download the project description in a pdf file

Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.

Equipment purchased [PL]

  1. Komputer stacjonarny.
  2. Komputer przenośny z kartą graficzną zgodną z CUDA (5 500 PLN)

Information in the final report

  • Publication in academic press/journals (3)
  • Articles in post-conference publications (1)
  1. A New Approach to Border Irregularity Assessment with Application in Skin Pathology
    Authors:
    Pawel Kleczek, Grzegorz Dyduch, Agnieszka Graczyk-Jarzynka, Joanna Jaworek-Korjakowska
    Academic press:
    Applied Sciences (rok: 2019, tom: 9(10), strony: 45315), Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/app9102022 - link to the publication
  2. Semi-Supervised Nests of Melanocytes Segmentation Method Using Convolutional Autoencoders
    Authors:
    Dariusz Kucharski, Paweł Kłeczek, Joanna Jaworek-Korjakowska, Grzegorz Dyduch, Marek Gorgoń
    Academic press:
    Sensors (rok: 2020, tom: 20(6), strony: 45310), Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/s20061546 - link to the publication
  3. A novel method for tissue segmentation in high-resolution H&E-stained histopathological whole-slide images
    Authors:
    Pawel Kleczek, Joanna Jaworek-Korjakowska, Marek Gorgon
    Academic press:
    Computerized Medical Imaging and Graphics (rok: 2020, tom: 79, strony: 45303), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.compmedimag.2019.101686 - link to the publication
  1. Segmentation of black ink and melanin in skin histopathological images
    Authors:
    Paweł Kłeczek, Martyna Lech, Joanna Jaworek-Korjakowska, Grzegorz Dyduch, Ryszard Tadeusiewicz
    Conference:
    SPIE Medical Imaging 2018: Digital Pathology (rok: 2018, ), Wydawca: SPIE
    Data:
    konferencja 10-15.02.2018
    Status:
    Published

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