• DocumentCode
    3344534
  • 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
  • Volume
    1
  • fYear
    2006
  • fDate
    9-13 July 2006
  • Firstpage
    55
  • Lastpage
    60
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • 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
  • Type

    conf

  • DOI
    10.1109/ISIE.2006.295568
  • Filename
    4077899