Lokalizacja loży powstałej po chirurgicznej resekcji guza piersi metodami dopasowania obrazów
2019/32/T/ST6/00065
Descriptors
- ST6_008: Grafika komputerowa, przetwarzanie obrazów, wizualizacja komputerowa, multimedia, gry komputerowe
- ST6_011: Uczenie maszynowe, statystyczne przetwarzanie danych i zastosowania w przetwarzaniu sygnałów (np. mowy, obrazów, filmów)
- ST6_012: Obliczenia naukowe, narzędzia modelowania i symulacji
Panel
ST6 – Computer science and informatics: informatics and information systems, computer science, scientific computing, intelligent systems
Host institution
Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie, Wydział Elektrotechniki, Automatyki, Informatyki i Inżynierii Biomedycznej
Voivodeship: małopolskie
Principal investigator (from the host institution)
Number of co-investigators in the project: 2
Call
ETIUDA 7 – announced on 2018-12-14
- Amount awarded
- 144 264 PLN
- Project start date
- 2019-10-01
- Project end date
- 2020-09-30
- Project duration
- 12 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 (2)
-
Semi-supervised deep learning-based image registration method with volume penalty for real-time breast tumor bed localization
- Authors:
- Marek Wodzinski, Izabela Ciepiela, Tomasz Kuszewski, Piotr Kedzierawski, Andrzej Skalski
- Academic press:
- Sensors (year: 2021, volume: 21, pages: 46036), Publisher: MDPI
- Status:
- Published
- DOI:
- 10.3390/s21124085 – link to the publication
-
DeepHistReg: unsupervised deep learning registration framework for differently stained histology samples
- Authors:
- Marek Wodzinski, Henning Muller
- Academic press:
- Computer Methods and Programs in Biomedicine (year: 2021, volume: 198, pages: 46033), Publisher: Elsevier
- Status:
- Published
- DOI:
- 10.1016/j.cmpb.2020.105799 – link to the publication
Articles in post-conference publications (4)
-
Adversarial Affine Registration for Real-time Intraoperative Registration of 3-D US-US for Brain Shift Correction
- Authors:
- Marek Wodzinski, Andrzej Skalski
- Conference:
- MICCAI-ASMUS (year: 2021, pages: 75-84), Publisher: Springer
- Date:
- conference 27.09-01.10.2021
- Status:
- Published
-
Invnet: a deep learning approach to invert complex deformation fields
- Authors:
- Marek Wodziński, Henning Muller
- Conference:
- IEEE International Symposium on Biomedical Imaging (year: 2021, pages: 46026), Publisher: IEEE
- Date:
- conference 13-16.04.2021
- Status:
- Published
-
Learning-based affine registration of histological images
- Authors:
- Marek Wodzinski, Henning Muller
- Conference:
- Biomedical Image Registration: 9th International Workshop (year: 2020, pages: 46378), Publisher: Springer
- Date:
- conference 1-2.12.2020
- Status:
- Published
-
Unsupervised learning-based nonrigid registration of high resolution histology images
- Authors:
- Marek Wodzinski, Henning Muller
- Conference:
- MICCAI-MLMI (year: 2020, pages: 484-493), Publisher: Springer
- Date:
- conference 04.10.2020
- Status:
- Published