Low Dimensional Manifold Embedding for Scattering Coefficients of Intrapartum Fetal Heart Rate Variability
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F14%3A00222186" target="_blank" >RIV/68407700:21230/14:00222186 - isvavai.cz</a>
Result on the web
<a href="http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6945086" target="_blank" >http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6945086</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/EMBC.2014.6945086" target="_blank" >10.1109/EMBC.2014.6945086</a>
Alternative languages
Result language
angličtina
Original language name
Low Dimensional Manifold Embedding for Scattering Coefficients of Intrapartum Fetal Heart Rate Variability
Original language description
Intrapartum fetal surveillance for early detection of fetal acidosis in clinical practice focuses on reducing neonatal morbidity via early detection. It is the subject of ongoing research studies attempting notably to improve detection performance by reducing false positive rate. In that context, the present contribution tailors to fetal heart rate variability analysis a graph-based dimensionality reduction procedure performed on scattering coefficients. Applied to a high quality and well-documented database constituted by obstetricians from a French academic hospital, the low dimensional embedding enables to distinguish between the temporal dynamics of healthy and acidotic fetuses, as well as to achieve satisfactory detection performance detection compared to those obtained by the clinical-benchmark FIGO criteria.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
JC - Computer hardware and software
OECD FORD branch
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Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
ISBN
978-1-4244-7929-0
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
6373-6376
Publisher name
IEEE
Place of publication
Piscataway
Event location
Chicago
Event date
Aug 26, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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