Title :
A Fuzzy Inference Method-based Fetal Distress Monitoring System
Author :
Huang, Yo-Ping ; Huang, Yu-Hui ; Sandnes, Frode-Eika
Author_Institution :
Dept. of Comput. Sci. & Eng., Tatung Univ., Taipei
Abstract :
Fetal heart rate (FHR) and uterine pressure (UP) are two of the most important factors for obstetricians to diagnose in antenatal examination. Traditional manual monitoring process is time-consuming and labor-intensive. This paper proposes an efficient model to monitor fetal non-reassuring status. By simple operation, the recognized signals and non- reassuring information are used for judgement. In this system, the FHR and UP baselines are calculated by weighted average, and then heartbeat acceleration, heartbeat deceleration, uterine construction, heartbeat noise pattern, and uterine noise pattern can be easily recognized. The assay of non-reassuring fetal status is achieved by 23 fuzzy rules. When non-reassuring status is found, the alarm mechanism will be triggered for immediate treatment. For verification, a signal simulator is designed and the simulation results are presented for comparisons.
Keywords :
biomedical measurement; biomedical ultrasonics; cardiology; fuzzy reasoning; medical signal processing; obstetrics; pattern recognition; UP baselines calculation; antenatal examination; fetal heart rate; fetal nonreassuring status monitoring; fuzzy inference method-based fetal distress monitoring system; fuzzy rules; heartbeat acceleration; heartbeat noise pattern; labor-intensive process; nonreassuring information; obstetricians; signal recognition; signal simulator; time-consuming process; traditional manual monitoring process; ultrasound cardiotocography records; uterine construction; uterine noise pattern; uterine pressure; weighted average parameters; Abdomen; Acceleration; Computerized monitoring; Fetal heart rate; Fetus; Fuzzy systems; Heart beat; Pattern recognition; Safety; Ultrasonic imaging; Non-reassuring fetal status; fetal heart rate; fuzzy inference method; uterine pressure;
Conference_Titel :
Industrial Electronics, 2006 IEEE International Symposium on
Conference_Location :
Montreal, Que.
Print_ISBN :
1-4244-0496-7
Electronic_ISBN :
1-4244-0497-5
DOI :
10.1109/ISIE.2006.295568