Title :
Investigation on the use of deformable registrations in lymph node tracking over time
Author :
Yu, Peicong ; Sheah, Kenneth ; Poh, Chueh Loo
Author_Institution :
Div. of Bioeng., Nanyang Technol. Univ., Singapore, Singapore
fDate :
Aug. 30 2011-Sept. 3 2011
Abstract :
Evolutionary features of lymph nodes such as change in size over time are decisive descriptors to assess disease progression in cancer patient. Other than study at one point in time, it is more useful to derive temporal analysis on structures of interest. The paper presents the use of deformable registration in lymph node tracking, particularly in the context of disease progression. We found that the extent of disease progression plays an important role in determining the performance of deformable registration in aligning up small anatomic structures, such as lymph node. Both Demons and B-spline registrations have their own advantages in different medical context.
Keywords :
biological tissues; cancer; computerised tomography; image registration; medical image processing; splines (mathematics); B-spline registration; Demons registration; cancer progression; deformable registration performance; deformable registrations; lymph node evolutionary features; lymph node tracking; small anatomic structures; Biomedical imaging; Cancer; Diseases; Lymph nodes; Spline; Three dimensional displays; Tumors; Disease Progression; Follow-Up Studies; Humans; Image Processing, Computer-Assisted; Lymph Nodes; Time Factors;
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2011.6091982