V Congreso Latinoamericano de Ingeniería Biomédica (CLAIB2011)

Classification of the fetal monitoring signals using fuzzy scoring system
Robert Czabanski, Michal Jezewski, Janusz Jerzy Wrobel, Janusz Jerzy Jezewski, Krzysztof Horoba

##manager.scheduler.building##: Palacio de Convenciones de La Habana
##manager.scheduler.room##: Sala 12
Fecha: 2011-05-19 12:00  – 01:30
Última modificación: 2011-04-14 11:54

Resumen


Cardiotocography is a biophysical method of fetal monitoring based on analysis of fetal heart activity. The computerized fetal monitoring systems provide the quantitative description of the recorded signals but the effective methods supporting the conclusion generation are still needed. The quantitative description of the traces is inconsistent with qualitative nature of the obstetric knowledge. Therefore, we applied the fuzzy system based on Takagi-Sugeno-Kang model to evaluate and classify the signals. The FIGO guidelines were used for developing a set of fuzzy conditional rules defining the system performance. The system was evaluated with database from computerized fetal surveillance system. The classification results confirm the improvement of the fetal state evaluation quality while using the proposed fuzzy system support.