Title :
A fuzzy decision system for ultrasonic prenatal examination enhancement
Author :
Smith, Brian J. ; Arabshahi, Payman
Author_Institution :
Res. Dev. & Eng. Center, US Army Missile Command, Redstone Arsenal, AL, USA
Abstract :
A fuzzy decision system has been successfully developed to semi-automate noninvasive examination of the fetus. Such a system can be helpful in reducing costs, minimizing exposure of the fetus to ultrasonic radiation, and providing a uniform examination and interpretation of the results. The system relies on pre-processing of the captured image followed by decisional algorithms in the form of a series of If-Then rules. Typical measurements of the head circumference, abdominal circumference, and femur length are used to arrive at appropriate membership functions. The inference system developed identifies almost 96% of the fetal types correctly, indicating that the use of fuzzy inference systems to assist in the analysis of ultrasonic fetal examinations is very promising
Keywords :
biomedical ultrasonics; decision support systems; fuzzy logic; inference mechanisms; medical image processing; If-Then rules; abdominal circumference; femur length; fetal types; fuzzy decision system; fuzzy inference systems; head circumference; membership functions; noninvasive examination; ultrasonic fetal examinations; ultrasonic prenatal examination enhancement; Abdomen; Biomedical measurements; Costs; Fetus; Fuzzy systems; Image segmentation; Length measurement; Pregnancy; Ultrasonic imaging; Ultrasonic variables measurement;
Conference_Titel :
Fuzzy Systems, 1996., Proceedings of the Fifth IEEE International Conference on
Conference_Location :
New Orleans, LA
Print_ISBN :
0-7803-3645-3
DOI :
10.1109/FUZZY.1996.552628