Scent data processing automation: from chromatograms to result report
The result's identifiers
Result code in 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>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Scent data processing automation: from chromatograms to result report
Original language description
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.
Czech name
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Czech description
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Classification
Type
O - Miscellaneous
CEP classification
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OECD FORD branch
10406 - Analytical chemistry
Result continuities
Project
<a href="/en/project/VJ01030005" target="_blank" >VJ01030005: The formation of an international community in the field of “Forensic Olfactronics”</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2022
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů