Classification of fetal pathologies through fuzzy inference systems based on a multiparametric analysis of fetal heart rate

Computers in Cardiology

Volumn , Issue , 2000, Pages 435-438

  Signorini, M G ^a   De Angelis, A ^a   Magenes, G ^b   Sassi, R ^a   Arduini, D ^c   Cerutti, S ^a  

^a POLITECNICO DI MILANO   (Italy)

^b UNIVERSITY OF PAVIA   (Italy)

^c UNIVERSITY OF ROME TOR VERGATA   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

BOOLEAN ALGEBRA; DATA RECORDING; DISEASES; FREQUENCY DOMAIN ANALYSIS; FUZZY SETS; MATHEMATICAL MODELS; PARAMETER ESTIMATION; PATHOLOGY; SENSITIVITY ANALYSIS;

CARDIOTOCOGRAPHY; FETAL HEART RATE; FETAL PATHOLOGIES; FUZZY INFERENCE SYSTEMS; INTRAUTERINE GROWTH RETARDATION; MATERNAL DIABETES; MULTIPARAMETRIC ANALYSIS;

CARDIOLOGY;

EID: 0034474737     PISSN: 02766574     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. FIGO News. Guidelines for the use of fetal monitoring, Int J Gynaecol Obstet 1987, 25:159-167.
2. van Geijn HP. Developments in CTG Analysis. Baillière's Clinical Obstetrics and Gynaecology 1996. 10(2):185-209.
3. Dawes GS, Meir YJ, Mandruzzato GP. Computerized evaluation of fetal heart rate patterns. J of Perinatal Medicine 1994. 22:491-499.
4. Task Force of the Europ. Soc. of Cardiol. & North Am. Soc. of Pacing and Electrophys. Heart Rate Variability, standard of measurement, physiological interpretation and clinical use, Circulation, 1996, 93:1043-1065.
5. Mantel R, van Geijn HP, Caron FJM et al. Computer analysis of antepartum fetal heart rate. Int J Biomed Comput, 1990. 25:261-272.
6. Magenes G, Signorini MG, Brambilla PM, Arduini D, Cerutti S. New methods for the analysis of CTG fetal monitoring. Proc. Medicon 98 Conference, (CD-Rom), Cyprus, 1998.
7. Zadeh LA. Fuzzy Sets. Information and Control 1965. 8:338-353.
8. Knack D, Kruse R. Obtaining interpretable fuzzy classification rules from medical data. Artificial Intelligence in Medicine, June 1999. 16-2:149-169.