Automatic knee meniscus tear detection and orientation classification with Mask-RCNN.

Couteaux, V; Si-Mohamed, S; Nempont, O; Lefevre, T; Popoff, A; Pizaine, G; Villain, N; Bloch, I; Cotten, A; Boussel, L

Couteaux, V; Si-Mohamed, S; Nempont, O; Lefevre, T; Popoff, A; Pizaine, G; Villain, N; Bloch, I; Cotten, A; Boussel, L.

Afiliação

Couteaux V; Philips Research France, 33, rue de Verdun, 92150 Suresnes, France; LTCI, Télécom ParisTech, université Paris-Saclay, 46, rue Barrault, 75013 Paris, France. Electronic address: vincent.couteaux@telecom-paristech.fr.
Si-Mohamed S; Inserm U1206, INSA-Lyon, Claude-Bernard-Lyon 1 University, CREATIS, CNRS UMR 5220, 69100 Villeurbanne, France; Department of Radiology, hospices civils de Lyon, 69002 Lyon, France.
Nempont O; Philips Research France, 33, rue de Verdun, 92150 Suresnes, France.
Lefevre T; Philips Research France, 33, rue de Verdun, 92150 Suresnes, France.
Popoff A; Philips Research France, 33, rue de Verdun, 92150 Suresnes, France.
Pizaine G; Philips Research France, 33, rue de Verdun, 92150 Suresnes, France.
Villain N; Philips Research France, 33, rue de Verdun, 92150 Suresnes, France.
Bloch I; LTCI, Télécom ParisTech, université Paris-Saclay, 46, rue Barrault, 75013 Paris, France.
Cotten A; Department of Musculoskeletal Radiology, CHRU de Lille, 59000 Lille, France.
Boussel L; Inserm U1206, INSA-Lyon, Claude-Bernard-Lyon 1 University, CREATIS, CNRS UMR 5220, 69100 Villeurbanne, France; Department of Radiology, hospices civils de Lyon, 69002 Lyon, France.

Diagn Interv Imaging ; 100(4): 235-242, 2019 Apr.

Article em En | MEDLINE | ID: mdl-30910620

Assuntos

Imageamento por Ressonância Magnética; Redes Neurais de Computação; Lesões do Menisco Tibial/diagnóstico por imagem; Conjuntos de Dados como Assunto; Humanos

Palavras-chave

Artificial intelligence; Knee meniscus; Mask region-based convolutional neural network (R-CNN); Meniscal tear detection; Orientation classification

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Imageamento por Ressonância Magnética / Redes Neurais de Computação / Lesões do Menisco Tibial Tipo de estudo: Diagnostic_studies / Prognostic_studies Limite: Humans Idioma: En Revista: Diagn Interv Imaging Ano de publicação: 2019 Tipo de documento: Article

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google