Detection of uterine MMG contractions using a multiple change-point estimator and K-means cluster algorithm

International Congress Series - Tập 1300 - Trang 745-748 - 2007
P.S. La Rosa1, A. Nehorai1, H. Eswaran2, C. Lowery2, H. Preissl2,3
1Washington University in St Louis, St Louis, Missouri, USA
2University of Arkansas for Medical Science, Little Rock, Arkansas, USA
3University of Tuebingen, Tuebingen, Germany

Tài liệu tham khảo

Jezewski, 2005, Quantitative analysis of contraction patterns in electrical activity signal of pregnant uterus as an alternative to mechanical approach, Physiological Measurement, 26, 753, 10.1088/0967-3334/26/5/014 Khalil, 2000, Uterine EMG analysis: a dynamic approach for change detection and classification, IEEE Transactions on Biomedical Engineering, 47, 748, 10.1109/10.844224 Eswaran, 2002, First magnetomyographic recordings of uterine activity with spatial–temporal information with 151-channel sensor array, American Journal of Obstetrics and Gynecology, 187, 145, 10.1067/mob.2002.123031 Duchene, 1993, Surface electromyogram during voluntary contraction: processing tools and relation to physiological events, Critical Reviews in Biomedical Engineering, 21, 313 Chen, 1997, Testing and locating variance change-points with applications to stock, Journal of the American Statistical Association, 92, 739, 10.2307/2965722