Title :
ANN Interpolation in MCG Mapping
Author :
Jiang, Shiqin ; Yu, Jiong ; Wu, Lei
Author_Institution :
Dept. of Inf. & Control Eng., Tongji Univ., Shanghai
Abstract :
Magnetocardiogram is a kind of medical image based on measuring the weak magnetic field of human heart, which reflects the magnetic activity in the human heart, and provides diagnosis information of heart diseases. At present, before visualizing the map based on very limited data, it should be pretreated through interpolation. To gain the high precision, we researched the interpolation in MCG and proposed a new method to solve it - ANN interpolation. Then we analyzed the performance among ANN interpolation, cubic spline interpolation and linear interpolation. The result is that ANN interpolation can reach the acquirement
Keywords :
diseases; interpolation; magnetocardiography; medical signal processing; neural nets; splines (mathematics); ANN interpolation; MCG mapping; cubic spline interpolation; diagnosis information; heart diseases; human heart; linear interpolation; magnetocardiogram; medical image; Biomedical imaging; Cardiac disease; Data visualization; Heart; Humans; Interpolation; Magnetic field measurement; Medical diagnostic imaging; Performance analysis; Spline;
Conference_Titel :
Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
Conference_Location :
Shanghai
Print_ISBN :
0-7803-8741-4
DOI :
10.1109/IEMBS.2005.1615436