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Mathematical and morphological models in analysis and reconstruction of renal neoplastic lesions

2016/23/B/ST6/00621

Keywords

Descriptors

  • ST6_8: Grafika komputerowa, przetwarzanie obrazów, wizualizacja komputerowa, multimedia, gry komputerowe
  • ST6_11: Uczenie maszynowe, statystyczne przetwarzanie danych i zastosowanie w przetwarzaniu sygnałów
  • ST7_11: Inżynieria biomedyczna

Panel

ST6 – Computer science and informatics: informatics and information systems, computer science, scientific computing, intelligent systems

Host institution

Politechnika Warszawska, Wydział Elektryczny

Voivodeship: mazowieckie

Other projects carried out by the institution »

Principal investigator (from the host institution)

prof. Tomasz Piotr Markiewicz

Number of co-investigators in the project: 7

Call

OPUS 12 – announced on 2016-09-15

Amount awarded
950 700 PLN
Project start date
2017-10-04
Project end date
2022-04-03
Project duration
54 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. Aparat cyfrowy ze statywem do rejestracji obrazów makroskopowych.. Cost: 10 000 PLN
  2. Komputer przenośny do konsultacji.. Cost: 9 703 PLN
  3. Komputer przenośny z dodatkową pamięcią zewnętrzną.. Cost: 9 000 PLN
  4. Komputery przenośne do konsultacji z dodatkową pamięcią zewnętrzną. (4 pcs). Cost: 36 000 PLN

Information in the final report

Publication in academic press/journals (4)

  1. Kidney boundary detection algorithm based on extended maxima transformations for computed tomography diagnosis.

    Authors:
    Les Tomasz, Markiewicz Tomasz, Dziekiewicz Miroslaw, Lorent Malgorzata
    Academic press:
    Applied Sciences (year: 2020, volume: 10, pages: nr art. 7512, s. 1-14), Publisher: MDPI
    Status:
    Published
    DOI:
    10.3390/app10217512 – link to the publication

  2. Adaptive two-way sweeping method to 3D kidney reconstruction

    Authors:
    T. Les, T. markiewicz, M. Dziekiewicz, M. Lorent
    Academic press:
    Biomedical Signal Processing and Control (year: 2021, volume: 67, pages: 102544), Publisher: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.bspc.2021.102544 – link to the publication

  3. Automatic reconstruction of overlapped cells in breast cancer FISH images

    Authors:
    T. Leś, T. Markiewicz, S. Osowski, M. Jesiotr
    Academic press:
    Expert Systems with Applications (year: 2019, volume: 137, pages: 335-342), Publisher: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.eswa.2019.05.031 – link to the publication

  4. Multi-feature ensemble system in the renal tumour classification task

    Authors:
    A. Osowska-Kurczab, T. Markiewicz, M. Dziekiewicz, M. Lorent
    Academic press:
    Bulletin of the Polish Academy of Sciences, Technical Sciences (year: 2021, volume: 69, pages: e136749), Publisher: Division IV Engineering Sciences of the Polish Academy of Sciences
    Status:
    Published
    DOI:
    10.24425/bpasts.2021.136749 – link to the publication

Articles in post-conference publications (8)

  1. Patch-based renal CTA image segmentation with U-Net

    Authors:
    Tomasz Leś
    Conference:
    2020 IEEE 21st International Conference on Computational Problems of Electrical Engineering (CPEE) (year: 2020, pages: 46026), Publisher: IEEE
    Date:
    conference 16-19.09.2020
    Status:
    Published

  2. 3D reconstruction of kidney with tumour based on histopathological macroscopic imaging

    Authors:
    T. Markiewicz, M. Lorent, R. Roszczyk
    Conference:
    33 rd European Congress of Pathology (year: 2021, pages: 1), Publisher: Springer
    Date:
    conference 29-31.08.2021
    Status:
    Published
    DOI:
    link to the publication

  3. Kidney segmentation from computed tomography images using U-Net and batch-based synthesis

    Authors:
    T. Les, T. markiewicz, M. Dziekiewicz, M. Lorent
    Conference:
    International Join Conference on Neural Networks (IJCNN) (year: 2021, pages: 46030), Publisher: IEEE
    Date:
    conference 18-22.07.2021
    Status:
    Published

  4. Textural and deep learning methods in recognition of renal cancer types based on CT images.

    Authors:
    Osowska-Kurczab Aleksandra M., Markiewicz Tomasz, Dziekiewicz Miroslaw, Lorent Malgorzata.
    Conference:
    International Join Conference on Neural Networks (IJCNN) (year: 2020, pages: 46029), Publisher: IEEE
    Date:
    conference 19-24.07.2020
    Status:
    Published

  5. Axis projection for Kidney-Region-Of-Interest detection in computed tomography.

    Authors:
    Les Tomasz, Markiewicz Tomasz, Dziekiewicz Miroslaw, Lorent Malgorzata
    Conference:
    International Join Conference on Neural Networks (IJCNN) (year: 2020, pages: 46028), Publisher: IEEE
    Date:
    conference 19-24.07.2020
    Status:
    Published

  6. Combining texture analysis and deep learning in renal tumour classification task

    Authors:
    Aleksandra Osowska-Kurczab, Tomasz Markiewicz, Mirosław Dziekiewicz, Małgorzata Lorent
    Conference:
    2020 IEEE 21st International Conference on Computational Problems of Electrical Engineering (CPEE) (year: 2020, pages: 46026), Publisher: IEEE
    Date:
    conference 16-19.09.2020
    Status:
    Published

  7. Automatic recognition of the kidney in CT images

    Authors:
    T. Les, Mirosław Dziekiewicz, Tomasz Markiewicz, Małgorzata Lorent
    Conference:
    19th International Conference Computational Problems of Electrical Engineering, Banska Stiavnica, (year: 2018, pages: 46026), Publisher: Red Hook: Curran Associates, Inc,
    Date:
    conference 9-12 September 2018
    Status:
    Published

  8. A Flood-Fill-Based Technique for Boundary Closure of Kidney Contours in CT Images

    Authors:
    T. Les, Tomasz Markiewicz, Mirosław Dziekiewicz, Małgorzata Lorent
    Conference:
    17th International Conference on Global Research and Education, Inter-Academia (year: 2019, pages: 225-232), Publisher: Springer Nature Switzerland AG
    Date:
    conference 24-27 September 2018
    Status:
    Published

Book publications / chapters in book publications (1)

  1. Three-dimensional volumetric renal reconstruction based on geometrical coefficients.

    Authors:
    Les Tomasz, Markiewicz Tomasz, Dziekiewicz Miroslaw, Lorent Malgorzata
    Book:
    Digital Personalized Health and Medicine: Proceedings of MIE 2020 (year: 2020, volume: 1, pages: 458-462), Publisher: IOS Press
    Status:
    Published

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