Title :
Needle path planning for digital breast tomosynthesis biopsy using a heterogeneous model
Author :
Vancamberg, Laurence ; Sahbani, Anis ; Muller, Serge ; Morel, Guillaume
Author_Institution :
GE Healthcare, Buc, France
Abstract :
This paper presents a novel needle path planning method for biopsy guided by digital breast tomosynthesis (DBT) taking into account breast heterogeneity. First, a multi-resolution optimization approach, guaranteeing that a relevant path is computed, is proposed. Moreover, local breast mechanical parameters required for a heterogeneous finite element simulation, are extracted from the DBT data. The proposed approach computes a 3D local breast glandularity estimation used for Young´s modulus determination. This planning method, using a heterogeneous model, reduces the tool positioning error meanly by 75%. In addition, the results show that a breast heterogeneous model has the potential to improve planning accuracy.
Keywords :
finite element analysis; medical robotics; needles; path planning; position control; 3D local breast glandularity estimation; Young´s modulus; breast heterogeneity; breast heterogeneous model; breast mechanical parameter; digital breast tomosynthesis biopsy; heterogeneous finite element simulation; multiresolution optimization; needle path planning; tool positioning error; Biological system modeling; Breast; Computational modeling; Deformable models; Needles; Planning; Three dimensional displays;
Conference_Titel :
Robotics and Automation (ICRA), 2011 IEEE International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-61284-386-5
DOI :
10.1109/ICRA.2011.5979912