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

2016/23/B/ST6/00621

Keywords:

image processing mathematical morphology renal carcer computed tomography angiography

Descriptors:

  • ST6_8: Computer graphics, image processing, computer vision, multimedia, computer games
  • ST6_11: Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video)
  • ST7_11: Electronic, optoelectronic and photonic components and systems for applications (e.g. in biomedical engineering)

Panel:

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

Host institution :

Politechnika Warszawska, Wydział Elektryczny

woj. mazowieckie

Other projects carried out by the institution 

Principal investigator (from the host institution):

prof. Tomasz 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 (Y-m-d): 2017-10-04

Project end date (Y-m-d): 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. (10 000 PLN)
  2. Komputer przenośny do konsultacji. (9 703 PLN)
  3. Komputery przenośne do konsultacji z dodatkową pamięcią zewnętrzną. (4 szt.) (36 000 PLN)
  4. Komputer przenośny z dodatkową pamięcią zewnętrzną. (9 000 PLN)

Information in the final report

  • Publication in academic press/journals (5)
  • Articles in post-conference publications (8)
  • Book publications / chapters in book publications (1)
  1. :Improvement of renal image recognition through resolution enhancement
    Authors:
    A. Osowska-Kurczab, T. Les, T. Markiewicz, M. Dziekiewicz, M. Lorent, S. Cierniak, D. Costarelli, M. Seracini, G. Vinti
    Academic press:
    IEEE Transactions on Biomedical Engineering (rok: 2022, tom: brak, strony: brak), Wydawca: IEEE
    Status:
    Submitted
    DOI:
    brak - link to the publication
  2. 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 (rok: 2020, tom: 10, strony: nr art. 7512, s. 1-14), Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/app10217512 - link to the publication
  3. 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 (rok: 2021, tom: 67, strony: 102544), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.bspc.2021.102544 - 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 (rok: 2021, tom: 69, strony: e136749), Wydawca: Division IV Engineering Sciences of the Polish Academy of Sciences
    Status:
    Published
    DOI:
    10.24425/bpasts.2021.136749 - link to the publication
  5. 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 (rok: 2019, tom: 137, strony: 335-342), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.eswa.2019.05.031 - link to the publication
  1. 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) (rok: 2020, ), Wydawca: IEEE
    Data:
    konferencja 19-24.07.2020
    Status:
    Published
  2. 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) (rok: 2020, ), Wydawca: IEEE
    Data:
    konferencja 16-19.09.2020
    Status:
    Published
  3. 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) (rok: 2020, ), Wydawca: IEEE
    Data:
    konferencja 19-24.07.2020
    Status:
    Published
  4. 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) (rok: 2020, ), Wydawca: IEEE
    Data:
    konferencja 16-19.09.2020
    Status:
    Published
  5. 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 (rok: 2021, ), Wydawca: Springer
    Data:
    konferencja 29-31.08.2021
    Status:
    Published
    DOI:
    link to the publication
  6. 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, (rok: 2018, ), Wydawca: Red Hook: Curran Associates, Inc,
    Data:
    konferencja 9-12 September 2018
    Status:
    Published
  7. 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) (rok: 2021, ), Wydawca: IEEE
    Data:
    konferencja 18-22.07.2021
    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 (rok: 2019, ), Wydawca: Springer Nature Switzerland AG
    Data:
    konferencja 24-27 September 2018
    Status:
    Published
  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 (rok: 2020, tom: 1, strony: 458-462), Wydawca: IOS Press
    Status:
    Published

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