Efficient Detection of Longitudinal Bacteria Fission Using Transfer Learning in Deep Neural Networks.

Garcia-Perez, Carlos; Ito, Keiichi; Geijo, Javier; Feldbauer, Roman; Schreiber, Nico; Zu Castell, Wolfgang

Garcia-Perez, Carlos; Ito, Keiichi; Geijo, Javier; Feldbauer, Roman; Schreiber, Nico; Zu Castell, Wolfgang.

Afiliação

Garcia-Perez C; Information and Communication Technology Department (ICT), Complex Systems, Helmholtz Zentrum München, Neuherberg, Germany.
Ito K; Information and Communication Technology Department (ICT), Complex Systems, Helmholtz Zentrum München, Neuherberg, Germany.
Geijo J; Department of Microbiology and Ecosystem Science, University of Vienna, Vienna, Austria.
Feldbauer R; Functional and Evolutionary Ecology, University of Vienna, Vienna, Austria.
Schreiber N; Department of Microbiology and Ecosystem Science, University of Vienna, Vienna, Austria.
Zu Castell W; Information and Communication Technology Department (ICT), Complex Systems, Helmholtz Zentrum München, Neuherberg, Germany.

Front Microbiol ; 12: 645972, 2021.

Article em En | MEDLINE | ID: mdl-34168623

Palavras-chave

bacteria classification; bacteria division; deep learning; image processing; image segmentation; longitudinal bacterial fission; transfer learning

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Diagnostic_studies Idioma: En Revista: Front Microbiol Ano de publicação: 2021 Tipo de documento: Article

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google