Scent data processing automation: from chromatograms to result report

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60461373%3A22340%2F22%3A43924424" target="_blank" >RIV/60461373:22340/22:43924424 - isvavai.cz</a>

Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Scent data processing automation: from chromatograms to result report

Popis výsledku v původním jazyce

The main topic of the presentation was the sketching of steps needed for the unification and automation of the two-dimensional chromatographic scent data processing. First, data alignment is needed, so data can be shared among laboratories engaged in scent research; this step improves the effectiveness of resources, both instrumental and human. Then, key functions of the data cleaning pipeline and data preparation were proposed. Afterward, the possibility of applying machine learning approaches was suggested. This point is crucial for building up the final aspect of automation aspect, Human Scent Database. The prototype of such a database was introduced to the audience. The main goal of all discussed steps in the process is to reduce the wasting of resources ingaged in research activities, allow data to be shared easily, and sketch the unified automated methodology for handling the human scent data.

Název v anglickém jazyce

Scent data processing automation: from chromatograms to result report

Popis výsledku anglicky

The main topic of the presentation was the sketching of steps needed for the unification and automation of the two-dimensional chromatographic scent data processing. First, data alignment is needed, so data can be shared among laboratories engaged in scent research; this step improves the effectiveness of resources, both instrumental and human. Then, key functions of the data cleaning pipeline and data preparation were proposed. Afterward, the possibility of applying machine learning approaches was suggested. This point is crucial for building up the final aspect of automation aspect, Human Scent Database. The prototype of such a database was introduced to the audience. The main goal of all discussed steps in the process is to reduce the wasting of resources ingaged in research activities, allow data to be shared easily, and sketch the unified automated methodology for handling the human scent data.

Druh

O - Ostatní výsledky

CEP obor

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OECD FORD obor

10406 - Analytical chemistry

Projekt

<a href="/cs/project/VJ01030005" target="_blank" >VJ01030005: Vytvoření mezinárodní komunity v oboru „Forenzní olfaktronika“</a><br>

Návaznosti

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

Rok uplatnění

2022

Kód důvěrnosti údajů

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