Exploring the performance of a functionalized CNT-based sensor array for breathomics through clustering and classification algorithms: from gas sensing of selective biomarkers to discrimination of chronic obstructive pulmonary disease

An array of carbon nanotube (CNT)-based sensors was produced for sensing selective biomarkers and evaluating breathomics applications with the aid of clustering and classification algorithms. We assessed the sensor array performance in identifying target volatiles and we explored the combination of...

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Detalles Bibliográficos
Autores principales: Drera, Giovanni, Freddi, Sonia, Emelianov, Aleksei V., Bobrinetskiy, Ivan I., Chiesa, Maria, Zanotti, Michele, Pagliara, Stefania, Fedorov, Fedor S., Nasibulin, Albert G., Montuschi, Paolo, Sangaletti, Luigi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society of Chemistry 2021
Materias:
Chemistry
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9041100/
https://www.ncbi.nlm.nih.gov/pubmed/35480252
http://dx.doi.org/10.1039/d1ra03337a

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9041100/
https://www.ncbi.nlm.nih.gov/pubmed/35480252
http://dx.doi.org/10.1039/d1ra03337a

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