Probabilistic Source Separation for Robust Fetal Electrocardiography
نویسندگان
چکیده
منابع مشابه
Probabilistic Source Separation for Robust Fetal Electrocardiography
Blind source separation (BSS) techniques are widely used to extract signals of interest from a mixture with other signals, such as extracting fetal electrocardiogram (ECG) signals from noninvasive recordings on the maternal abdomen. These BSS techniques, however, typically lack possibilities to incorporate any prior knowledge on the mixing of the source signals. Particularly for fetal ECG signa...
متن کاملProbabilistic Modeling Paradigms for Audio Source Separation
Most sound scenes result from the superposition of several sources, which can be separately perceived and analyzed by human listeners. Source separation aims to provide machine listeners with similar skills by extracting the sounds of individual sources from a given scene. Existing separation systems operate either by emulating the human auditory system or by inferring the parameters of probabi...
متن کاملSeparation of fetal electrocardiography (ECG) from composite ECG using adaptive linear neural network for fetal monitoring
The signal strength of the maternal ECG (MECG) is usually many times that of the fetal ECG (FECG). Separating FECG from abdominal ECG (AECG) is therefore always a challenge. Some multiple-lead algorithms use the thoracic MECG to cancel the MECG in the AECG to get FECG, though this is inconvenient for the patient during long-term monitoring. Hence, this paper describes an adaptive method to sepa...
متن کاملLévy NMF for robust nonnegative source separation
We address the problem of decomposing nonnegative data into meaningful structured components, which is referred to as latent variable analysis or source separation, depending on the community. It is an active research topic in many areas, such as music and image signal processing, applied physics and text mining. In this paper, we introduce the Positive α-stable (PαS) distributions to model the...
متن کاملClinical Fetal Electrocardiography *
Interest in clinical fetal electrocardiography dates back to 1906 when Cremer4 published two tracings apparently showing fetal deflections of about 0.5 mm. amplitude superimposed on the maternal electrocardiogram of a nine-months gravid woman. The records were obtained with a string galvanometer electrocardiograph with one lead on the abdomen and one in the vagina. During the next 25 years Foa7...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Computational and Mathematical Methods in Medicine
سال: 2013
ISSN: 1748-670X,1748-6718
DOI: 10.1155/2013/109756