Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

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Quantitative analysis of ultrasound scattered in the tissue. Application in assessing tumor response to chemotherapy in patients with breast cancer.

2019/35/B/ST7/03792

Keywords:

quantitative ultrasound tumor tissue ultrasound measurements monitoring of chemotherapy biomarkers of chemotherapy effects predicting tumor response to treatment

Descriptors:

  • ST7_007:
  • ST5_009:
  • NZ5_007:

Panel:

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

Host institution :

Instytut Podstawowych Problemów Techniki Polska Akademia Nauk

woj. mazowieckie

Other projects carried out by the institution 

Principal investigator (from the host institution):

prof. Jerzy Litniewski 

Number of co-investigators in the project: 9

Call: OPUS 18 - announced on 2019-09-16

Amount awarded: 673 200 PLN

Project start date (Y-m-d): 2020-07-14

Project end date (Y-m-d): 2024-07-13

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.

Information in the final report

  • Publication in academic press/journals (8)
  • Articles in post-conference publications (5)
  1. Monitoring Breast Cancer Response to Neoadjuvant Chemotherapy Using Probability Maps Derived from Quantitative Ultrasound Parametric Images
    Authors:
    P. Karwat, H. Piotrzkowska-Wróblewska, Z. Klimonda, K. S. Dobruch-Sobczak, J. Litniewski
    Academic press:
    IEEE Transactions on Biomedical Engineering , Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TBME.2024.3383920 - link to the publication
  2. Preliminary assessment of the effectiveness of neoadjuvant chemotherapy in breast cancer with the use of ultrasound image quality indexes
    Authors:
    Anna Pawłowska, Norbert Żołek, Beata Leśniak-Plewińska, Katarzyna Dobruch-Sobczak, Ziemowit Klimonda, Hanna Piotrzkowska-Wróblewska, Jerzy Litniewski
    Academic press:
    Biomedical Signal Processing and Control , Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.bspc.2022.104393 - link to the publication
  3. Joint segmentation and classification of breast masses based on ultrasound radio-frequency data and convolutional neural networks
    Authors:
    Michal Byra , Piotr Jarosik , Katarzyna Dobruch-Sobczak, Ziemowit Klimonda , Hanna Piotrzkowska-Wroblewska, Jerzy Litniewski, Andrzej Nowicki
    Academic press:
    Ultrasonics , Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.ultras.2021.106682 - link to the publication
  4. Explaining a deep learning based breast ultrasound image classifier with saliency maps
    Authors:
    Michał Byra , Katarzyna Dobruch-Sobczak , Hanna Piotrzkowska-Wroblewska , Ziemowit Klimonda , Jerzy Litniewski
    Academic press:
    Journal of Ultrasonography (), Wydawca: PTA
    Status:
    Published
    DOI:
    10.15557/JoU.2022.0013 - link to the publication
  5. Multiparametric ultrasound examination for response assessment in breast cancer patients undergoing neoadjuvant therapy
    Authors:
    Dobruch-Sobczak K., Piotrzkowska-Wróblewska H., Klimonda Z., Karwat P., Roszkowska-Purska K., Clauser P., Baltzer P.A.T., Litniewski J.,
    Academic press:
    Scientific Reports (), Wydawca: Nature
    Status:
    Published
    DOI:
    10.1038/s41598-021-82141-3 - link to the publication
  6. Quantitative assessment of the echogenicity of a breast tumor predicts the response to neoadjuvant chemotherapy,
    Authors:
    Dobruch-Sobczak K.S., Piotrzkowska-Wróblewska H., Karwat P., Klimonda Z., Markiewicz-Grodzicka E., Litniewski J
    Academic press:
    Cancers (tom: Vol.13, strony: ), Wydawca: MDPI, St. Alban-Anlage 66, 4052 Basel, Switzerland
    Status:
    Published
    DOI:
    10.3390/cancers13143546 - link to the publication
  7. Assessment of breast cancer response to neoadjuvant chemotherapy based on ultrasound backscattering envelope statistics
    Authors:
    Ziemowit Klimonda, Piotr Karwat, Katarzyna Dobruch-Sobczak, Hanna Piotrzkowska-Wróblewska, Jerzy Litniewski
    Academic press:
    Medical Physic (), Wydawca: Wiley
    Status:
    Published
    DOI:
    10.1002/mp.15428 - link to the publication
  8. Prediction of response to neoadjuvant chemotherapy in breast cancer with recurrent neural networks and raw ultrasound signals
    Authors:
    Michal Byra, Katarzyna Dobruch-Sobczak, Hanna Piotrzkowska-Wroblewska, Ziemowit Klimonda and Jerzy Litniewski
    Academic press:
    Physics in Medicine & Biology , Wydawca: IOP Publishing
    Status:
    Published
    DOI:
    10.1088/1361-6560/ac8c82 - link to the publication
  1. Changes in quantitative ultrasound imaging as the predictor of response to neoadjuvant chemotherapy in patients with breast cancer
    Authors:
    Piotrzkowska-Wróblewska H., Dobruch-Sobczak K., Gumowska M., Litniewski J
    Conference:
    IUS 2022 Symposium Proceedings (tom: IEEE International Ultrasonics Symposium, strony: ), Wydawca: IEEE
    Data:
    konferencja 10-13 October 2022
    Status:
    Published
    DOI:
    10.1109/IUS54386.2022.9957940 - link to the publication
  2. Simulations of acoustic wave propagation in the breast with tumors using a modified VICTRE phantom
    Authors:
    Pawłowska A., Żołek N., Litniewski J
    Conference:
    IUS 2022 Symposium Proceedings (tom: 2022 IEEE International Ultrasonics Symposium, strony: ), Wydawca: IEEE
    Data:
    konferencja 10-13 October 2022
    Status:
    Published
    DOI:
    10.1109/IUS54386.2022.9958723 - link to the publication
  3. Pre-training with Simulated Ultrasound Images for Breast Mass Segmentation and Classification
    Authors:
    Byra, M., Klimonda, Z., Litniewski, J.
    Conference:
    International Workshop on Data Engineering in Medical Imaging (tom: MICCAI, strony: 34-45), Wydawca: SPRINGER-VERLAG BERLIN
    Data:
    konferencja October 8-12, 2023
    Status:
    Published
    DOI:
    10.1007/978-3-031-44992-5_4 - link to the publication
  4. On the assessment of local tumor response to neoadjuvant chemotherapy
    Authors:
    Klimonda Z., Karwat P., Dobruch-Sobczak K., Piotrzkowska-Wróblewska H., Litniewski J.
    Conference:
    2023 IEEE International Ultrasonics Symposium (tom: IEEE IUS 2023, International Ultrasonics Symposium, strony: ), Wydawca: IEEE
    Data:
    konferencja 2023-09-03/09-08
    Status:
    Published
    DOI:
    10.1109/IUS51837.2023.10307249 - link to the publication
  5. imulations of acoustic wave propagation in the breast with tumors using a modified VICTRE phantom
    Authors:
    Pawłowska A., Żołek N., Litniewski J
    Conference:
    IUS 2022 Symposium Proceedings (tom: 2022 IEEE International Ultrasonics Symposium, strony: ), Wydawca: IEEE
    Data:
    konferencja 10-13 October 2022
    Status:
    Published
    DOI:
    10.1109/IUS54386.2022.9958723 - link to the publication

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