Application of data mining methods in assisted reproduction technology

Kód výsledku v 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>

Nalezeny alternativní kódy

RIV/00216224:14110/02:00012274

Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Application of data mining methods in assisted reproduction technology

Popis výsledku v původním jazyce

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

Název v anglickém jazyce

Application of data mining methods in assisted reproduction technology

Popis výsledku anglicky

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

Druh

J_x - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)

CEP obor

FK - Gynekologie a porodnictví

OECD FORD obor

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Projekt

Výsledek vznikl pri realizaci vícero projektů. Více informací v záložce Projekty.

Návaznosti

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

Rok uplatnění

2002

Kód důvěrnosti údajů

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

Název periodika

Česká gynekologie

ISSN

1210-7832

e-ISSN

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Svazek periodika

67

Číslo periodika v rámci svazku

1

Stát vydavatele periodika

CZ - Česká republika

Počet stran výsledku

1

Strana od-do

35-35

Kód UT WoS článku

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EID výsledku v databázi Scopus

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