Digital biology approach for macroscale studies of biofilm growth and biocide effects with electron microscopy
Konstantin S. Kozlov, Daniil A. Boiko, Elena V. Detusheva, Konstantin V. Detushev, Evgeniy O. Pentsak, A. N. Vereshchagin, Valentine P. Ananikov
Abstract
Combination of automated scanning electron microscopy and a comprehensive software system that uses deep neural networks to perform an in-depth analysis of biofilms.
Topics & Concepts
BiocideBiofilmElectron microscopeMaterials scienceNanotechnologyChemistryMicrobiologyChemical engineeringBiophysicsBiologyBacteriaPhysicsOpticsEngineeringOrganic chemistryGeneticsCell Image Analysis TechniquesBacterial biofilms and quorum sensing