Detection of herpesvirus capsids in transmission electron microscopy images using transfer learning.

Devan, K Shaga; Walther, P; von Einem, J; Ropinski, T; Kestler, H A; Read, C

Devan, K Shaga; Walther, P; von Einem, J; Ropinski, T; Kestler, H A; Read, C.

Affiliation

Devan KS; Central Facility for Electron Microscopy, Ulm University, Ulm, Germany.
Walther P; Central Facility for Electron Microscopy, Ulm University, Ulm, Germany. paul.walther@uni-ulm.de.
von Einem J; Institute of Virology, Ulm University Medical Center, Ulm, Germany.
Ropinski T; Institute of Media Informatics, Ulm University, Ulm, Germany.
Kestler HA; Institute of Medical Systems Biology, Ulm University, Ulm, Germany.
Read C; Central Facility for Electron Microscopy, Ulm University, Ulm, Germany.

Histochem Cell Biol ; 151(2): 101-114, 2019 Feb.

Article de En | MEDLINE | ID: mdl-30488339

Sujet(s)
Mots clés

Artificial intelligence; Automated image analysis; Human betaherpesvirus 5; Human cytomegalovirus; Secondary envelopment; Transfer learning; Transmission electron microscopy

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Texte intégral: 1 Collection: 01-internacional Base de données: MEDLINE Sujet principal: Protéines de capside / Apprentissage machine / Herpesviridae Type d'étude: Diagnostic_studies Limites: Humans Langue: En Journal: Histochem Cell Biol Sujet du journal: CITOLOGIA / HISTOCITOQUIMICA Année: 2019 Type de document: Article Pays d'affiliation: Allemagne

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