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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...
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 |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society of Chemistry
2021
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Materias: | |
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 |
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