WCE polyp detection with triplet based embeddings.

Laiz, Pablo; Vitrià, Jordi; Wenzek, Hagen; Malagelada, Carolina; Azpiroz, Fernando; Seguí, Santi

Laiz, Pablo; Vitrià, Jordi; Wenzek, Hagen; Malagelada, Carolina; Azpiroz, Fernando; Seguí, Santi.

Affiliation

Laiz P; Department of Mathematics and Computer Science, Universitat de Barcelona, Barcelona, Spain. Electronic address: laizpablo@ub.edu.
Vitrià J; Department of Mathematics and Computer Science, Universitat de Barcelona, Barcelona, Spain.
Wenzek H; CorporateHealth International ApS, Denmark.
Malagelada C; Digestive System Research Unit, University Hospital Vall d'Hebron, Barcelona, Spain.
Azpiroz F; Digestive System Research Unit, University Hospital Vall d'Hebron, Barcelona, Spain.
Seguí S; Department of Mathematics and Computer Science, Universitat de Barcelona, Barcelona, Spain.

Comput Med Imaging Graph ; 86: 101794, 2020 12.

Article in En | MEDLINE | ID: mdl-33130417

Subject(s)

Capsule Endoscopy; Computer Systems; Diagnosis, Computer-Assisted; Image Processing, Computer-Assisted; Neural Networks, Computer

Key words

Capsule endoscopy; Deep learning; Deep metric learning; Polyp detection; Triplet loss

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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Capsule Endoscopy Type of study: Diagnostic_studies / Prognostic_studies Language: En Journal: Comput Med Imaging Graph Journal subject: DIAGNOSTICO POR IMAGEM Year: 2020 Document type: Article Country of publication: United States

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