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Bacterial species differentiation via real-time detection of microbial volatile organic compounds using a wavelength multiplexed photoionization detector and AI image-based analysis

Crossref DOI link: https://doi.org/10.1038/s41598-026-46818-x

Published Online: 2026-04-03

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Costa, Susana P.

Cardoso, António

Mahmoodnia, Hedieh

Gonçalves, Fábio

Miranda, Adelaide

Yamada, Felipe

Guimarães, Luís

Barbosa, Flávia

De Beule, Pieter
Funding

Funding for this research was provided by:

Portuguese Resilience and Recovery Plan, through the NextGenerationEU Fund (SMARTgNOSTICS, with the reference n.º C644915155-00000024)

Portuguese Resilience and Recovery Plan, through the NextGenerationEU Fund (SMARTgNOSTICS, with the reference n.º C644915155-00000024)

Portuguese Resilience and Recovery Plan, through the NextGenerationEU Fund (SMARTgNOSTICS, with the reference n.º C644915155-00000024)

Portuguese Resilience and Recovery Plan, through the NextGenerationEU Fund (SMARTgNOSTICS, with the reference n.º C644915155-00000024)

Portuguese Resilience and Recovery Plan, through the NextGenerationEU Fund (SMARTgNOSTICS, with the reference n.º C644915155-00000024)

Portuguese Resilience and Recovery Plan, through the NextGenerationEU Fund (SMARTgNOSTICS, with the reference n.º C644915155-00000024)

Portuguese Resilience and Recovery Plan, through the NextGenerationEU Fund (SMARTgNOSTICS, with the reference n.º C644915155-00000024)

Portuguese Resilience and Recovery Plan, through the NextGenerationEU Fund (SMARTgNOSTICS, with the reference n.º C644915155-00000024)

Portuguese Resilience and Recovery Plan, through the NextGenerationEU Fund (SMARTgNOSTICS, with the reference n.º C644915155-00000024)
License Information

Text and Data Mining valid from 2026-04-03

Accepted Manuscript valid from 2026-04-03
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Article History

Received: 7 November 2025

Accepted: 27 March 2026

First Online: 3 April 2026

Declarations

:

: The authors declare no competing interests.

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