Paper
7 December 2021 Fast antibiotic susceptibility testing via holographic imaging
Zohreh Sedaghat, Elodie Degout-Charmette, Meriem El Azami, Fabian Rol, Pierre Mahe, Anne-Coline Chareire, Armelle Nouvelli-Rousseau, Thibault Champion, Christine Franceschi, Frederic Mallard, Quentin Josso
Author Affiliations +
Abstract
We proposed a phenotypic image-based AST via digital inline holographic microscopy (DIHM) and dedicated machine learning algorithms. The analysis relies on monitoring single bacteria during the kinetics of changes induced by an antibiotic.
© (2021) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Zohreh Sedaghat, Elodie Degout-Charmette, Meriem El Azami, Fabian Rol, Pierre Mahe, Anne-Coline Chareire, Armelle Nouvelli-Rousseau, Thibault Champion, Christine Franceschi, Frederic Mallard, and Quentin Josso "Fast antibiotic susceptibility testing via holographic imaging", Proc. SPIE 11919, Translational Biophotonics: Diagnostics and Therapeutics, 119190B (7 December 2021); https://doi.org/10.1117/12.2614458
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KEYWORDS
Bacteria

Holography

Digital holography

Image segmentation

Machine learning

Holograms

Reconstruction algorithms

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