Title :
Numerical estimation of femoral neck cortical bone thickness based on time domain topological energy and sparse signal approximation
Author :
Chao Han ; Cassereau, Didier ; Minonzio, Jean-Gabriel ; Laugier, Pascal ; Grimal, Quentin
Author_Institution :
Lab. d´Imagerie Biomed., UPMC Univ. Paris 06, Paris, France
Abstract :
Osteoporosis is a frequent bone disease that mainly affects women after menopause. It is characterized by a decrease in bone mass and a deterioration of the micro-architecture which can lead to an increased risk of fracture. Ultrasound technologies provide an affordable mean to implement non invasive solutions to diagnostically assess the characteristics of the bone structure. In this work, we are interested in the evaluation of the thickness of cortical bone using the topological energy method, in conjunction with a sparse signal approximation. The method has been adapted to the inspection of the femoral neck in a numerical simulation study. Through a 2D numerical experiment, we show that it is possible to obtain an image of the external and internal interfaces of the bone, as well as a local estimation of the i cortical thickness. These two properties are important to interpret the measurements of guided waves dispersion curves. To the best of our knowledge, this work represents the first ultrasound application of the topological energy method in the medical field.
Keywords :
biomechanics; biomedical ultrasonics; bone; diseases; fracture; numerical analysis; time-domain analysis; 2D numerical experiment; bone disease; bone external interfaces; bone internal interfaces; bone mass; bone structure; femoral neck cortical bone thickness; fracture; guided wave dispersion curves; medical field; menopause; microarchitecture deterioration; numerical estimation; numerical simulation; osteoporosis; sparse signal approximation; time domain topological energy; topological energy method; ultrasound technologies; Acoustics; Arrays; Computational modeling; Transducers; femoral neck; sparse signal approximation; thickness of cortical bone; time domain topological energy;
Conference_Titel :
Ultrasonic Characterization of Bone (ESUCB), 2015 6th European Symposium on
Conference_Location :
Corfu
DOI :
10.1109/ESUCB.2015.7169888