Investigating Bacterial Volatilome for the Classification and Identification of Mycobacterial Species by HS-SPME-GC-MS and Machine Learning

Investigating Bacterial Volatilome for the Classification and Identification of Mycobacterial Species by HS-SPME-GC-MS and Machine Learning

Species of <i>Mycobacteriaceae</i> cause disease in animals and humans, including tuberculosis and leprosy. Individuals infected with organisms in the <i>Mycobacterium tuberculosis</i> complex (MTBC) or non-tuberculous mycobacteria (NTM) may present identical symptoms, howeve...

Full description

Bibliographic Details
Main Authors: Marco Beccaria, Flavio A. Franchina, Mavra Nasir, Theodore Mellors, Jane E. Hill, Giorgia Purcaro
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Molecules
Subjects:
GC-MS
mycobacteria species
machine learning
random forest
SPME
VOCs
Online Access:https://www.mdpi.com/1420-3049/26/15/4600

Internet

https://www.mdpi.com/1420-3049/26/15/4600

Similar Items