title: Fetal movement detection based on QRS amplitude variations in abdominal ECG recordings.
abstract: Evaluation of fetal motility can give insight in fetal health, as a strong decrease can be seen as a precursor to fetal death. Typically, the assessment of fetal health by fetal movement detection relies on the maternal perception of fetal activity. The percentage of detected movements is strongly subject dependent and with undivided attention of the mother varies between 37% to 88%. Various methods to assist in fetal movement detection exist based on a wide spectrum of measurement techniques. However, these are typically unsuitable for ambulatory or long-term observation. In this paper, a novel method for fetal motion detection is presented based on amplitude and shape changes in the abdominally recorded fetal ECG. The proposed method has a sensitivity and specificity of 0.67 and 0.90, respectively, outperforming alternative fetal ECG-based methods from the literature.
authors.forename: M J
authors.initials: MJ
authors.lastname: Rooijakkers
authors.forename: H
authors.initials: H
authors.lastname: de Lau
authors.forename: C
authors.initials: C
authors.lastname: Rabotti
authors.forename: S G
authors.initials: SG
authors.lastname: Oei
authors.forename: J W M
authors.initials: JW
authors.lastname: Bergmans
authors.forename: M
authors.initials: M
authors.lastname: Mischi
mesh_terms: D000005:Abdomen / Q000502:physiology; D000465:Algorithms; D015148:Cardiotocography / Q000379:methods*; D004562:Electrocardiography / Q000379:methods; D005260:Female; D005324:Fetal Movement; D005333:Fetus / Q000502:physiology; D006801:Humans; D009200:Myocardial Contraction; D011247:Pregnancy; D012680:Sensitivity and Specificity; D012815:Signal Processing, Computer-Assisted