Refining the diagnostic quality of the abdominal fetal electrocardiogram using the techniques of artificial intelligence.

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F12%3A86083669" target="_blank" >RIV/61989100:27240/12:86083669 - isvavai.cz</a>

Result on the web

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DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Refining the diagnostic quality of the abdominal fetal electrocardiogram using the techniques of artificial intelligence.

Original language description

This article deals with utilization of the combination of the fuzzy system and artificial intelligence techniques, called the Adaptive Neuro Fuzzy Inference System ANFIS, with the aim to refine the diagnostic quality of the abdominal fetal electrocardiogram FECG. Within the scope of the experiments carried out and based on the ANFIS structure the authors created a complex system for removing the undesirable mother?s MECG degrading the abdominal FECG. Current research shows that the application of the conventional systems for enhancing the diagnostic quality of the abdominal FECG faces a series of problems (e.g. non-linear character of the task to solve, computational complexity of RLS algorithms, etc.). The need for a higher diagnostic quality of the abdominal FECG is reflected in the authors? intention to utilize the designed system for the latest intrapartum monitoring method, called ST analysis. In terms of this advanced method, the aspect subjected to a diagnostic analysis is the S

Czech name

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Czech description

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Type

J_x - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

CEP classification

JA - Electronics and optoelectronics

OECD FORD branch

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Project

<a href="/en/project/LH12183" target="_blank" >LH12183: Study on smart testing and calibration methods for advanced measurement equipment intended for the area of electrical energy transmission and distribution.</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2012

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

Przeglad elektrotechniczny

ISSN

0033-2097

e-ISSN

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Volume of the periodical

R. 88

Issue of the periodical within the volume

12b/2012

Country of publishing house

PL - POLAND

Number of pages

6

Pages from-to

155-160

UT code for WoS article

000314689600046

EID of the result in the Scopus database

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