- Tytuł:
- Application of image registration techniques in dynamic magnetic resonance imaging of breast
- Autorzy:
-
Kuczyński, K.
Siczek, M.
Stęgierski, R. - Powiązania:
- https://bibliotekanauki.pl/articles/333314.pdf
- Data publikacji:
- 2011
- Wydawca:
- Uniwersytet Śląski. Wydział Informatyki i Nauki o Materiałach. Instytut Informatyki. Zakład Systemów Komputerowych
- Tematy:
-
rejestracja obrazu
Rezonans magnetyczny wraz z kontrastem
rak piersi
image registration
DCE-MRI
breast cancer - Opis:
- Dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) is a relatively new, promising technique for breast cancer diagnostics. A few series of images of the same body region are rapidly acquired before, during and after injection of paramagnetic contrast agent. Propagation of the contrast agent causes modification of MR signal over time. Its analysis provides information on tissue properties, including tumour status, that is not available with the regular MRI. Unintentional patient's movements during the examination result with incorrect alignment of the consecutive image series. Their analysis is then difficult, inaccurate or even impossible. The purpose of this work is to design a registration scheme that could be applied to solve the problem in a routine manner, in standard hospital conditions. The proposed registration framework, composed of B-spline transformation, mean squares metric and LBFGSB optimizer, is able to produce satisfactory results within reasonable time.
- Źródło:
-
Journal of Medical Informatics & Technologies; 2011, 17; 275-280
1642-6037 - Pojawia się w:
- Journal of Medical Informatics & Technologies
- Dostawca treści:
- Biblioteka Nauki
Artykuł