Classification of cardiotocography records by random forest
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F13%3A86088501" target="_blank" >RIV/61989100:27240/13:86088501 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27740/13:86088501
Result on the web
<a href="http://dx.doi.org/10.1109/TSP.2013.6614010" target="_blank" >http://dx.doi.org/10.1109/TSP.2013.6614010</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/TSP.2013.6614010" target="_blank" >10.1109/TSP.2013.6614010</a>
Alternative languages
Result language
angličtina
Original language name
Classification of cardiotocography records by random forest
Original language description
The cardiotocography (CTG) is a diagnostic method which is widely used in prenatal care. The CTG is indicated since 27 weeks of pregnancy and it measures heart activity, uterine contraction and fetal movement. Results of the CTG allow recognizing of three basic different fetal states (physiological, suspect and pathological) and an obstetrician can determine a diagnosis and evaluate situation which can lead to the fetus death. The main aim of this work is to suggest and to test algorithm for automatic recognition of above mentioned states. This task is especially used in prenatal care as a support decision system.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/ED1.1.00%2F02.0070" target="_blank" >ED1.1.00/02.0070: IT4Innovations Centre of Excellence</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
2013 36th International Conference on Telecommunications and Signal Processing, TSP 2013
ISBN
978-1-4799-0404-4
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
620-623
Publisher name
Vysoké učení technické v Brně, Fakulta strojního inženýrství
Place of publication
Brno
Event location
Řím
Event date
Jul 2, 2013
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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