An intelligent tool for bio-magnetic signal processing

被引：0

作者：

Lambros, S ^{[1
]}

Adamopoulos, A

Stratos, G

Spiridon, L

机构：

[1] Univ Patras, Dept Comp Engn & Informat, Patras 26500, Hellas, Greece

[2] Res Acad Comp Technol Inst, Patras 26221, Hellas, Greece

[3] Democritus Univ Thrace, Dept Med, Lab Med Phys, GR-68100 Alexandroupolis, Hellas, Greece

来源：

METHODS AND APPLICATIONS OF ARTIFICIAL INTELLIGENCE, PROCEEDINGS | 2004年 / 3025卷

关键词：

prediction; genetic algorithms; applications; probabilistic reasoning; diagnosis;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this contribution we present a novel software tool that can be used to implement intelligent signal processing techniques. BSPS which stands for (Bio magnetic Signal Processing Software) is either a standalone application, or it can be embedded in the kernel of an Artificial Intelligence tool, since it performs signal classification. It can be used to analyze both linear and non linear time series, deterministic and stochastic processes. We used our application in order to analyze and predict the behavior of fetal heart during several phases of women pregnancy. By using evolutionary techniques like genetic algorithms, the theory of Kalman filtering, the Multi-model Partitioning Theory, the Approximate Entropy and other approaches we managed the accomplishment of our objectives.

引用

页码：282 / 290

页数：9