Application of data mining methods in assisted reproduction technology

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F65269705%3A_____%2F02%3A00007737" target="_blank" >RIV/65269705:_____/02:00007737 - isvavai.cz</a>

Alternative codes found

RIV/00216224:14110/02:00012274

Result on the web

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DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Application of data mining methods in assisted reproduction technology

Original language description

Introduction: Development of explorative computer analysis system of data describing assisted reproduction (AR) cycles and verification of the system clinical applicability in the analysis of fertilization phase of AR cycle. Materials and Methods: Analyzed file included data about AR cycles in 4470 patients which 666 clinical pregnancies stored electronically in clinical data register. Conditions of successful therapy in single phases of AR cycles were analyzed using SHLUK system that includes multiplemethods for data mining. Analysis of relation between reasons and results in AR cycles was done using implication method IMPL and method of group implication GRIMPL. Fertilisation rate (FR) was evaluated as fertilisation stage outcome. Afterwards relation between sperm analysis parameters and IVF outcome represented by fertilization rate (FR) was tested as the model of system clinical application. Results: Significantly higher FR (61%) was found in cycles with sperm concentrations 41-60

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

FK - Gynaecology and obstetrics

OECD FORD branch

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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)

Publication year

2002

Confidentiality

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

Name of the periodical

Česká gynekologie

ISSN

1210-7832

e-ISSN

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Volume of the periodical

67

Issue of the periodical within the volume

1

Country of publishing house

CZ - CZECH REPUBLIC

Number of pages

1

Pages from-to

35-35

UT code for WoS article

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EID of the result in the Scopus database

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