Prospective intraindividual comparison of a standard 2D TSE MRI protocol for ankle imaging and a deep learning-based 2D TSE MRI protocol with a scan time reduction of 48.

Keller, Gabriel; Estler, Arne; Herrmann, Judith; Afat, Saif; Othman, Ahmed E; Nickel, Dominik; Koerzdoerfer, Gregor; Springer, Fabian

Keller, Gabriel; Estler, Arne; Herrmann, Judith; Afat, Saif; Othman, Ahmed E; Nickel, Dominik; Koerzdoerfer, Gregor; Springer, Fabian.

Afiliação

Keller G; Department of Diagnostic and Interventional Radiology, University Hospital Tübingen, Eberhard Karls University Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany. gabriel.keller@med.uni-tuebingen.de.
Estler A; Department of Diagnostic and Interventional Radiology, University Hospital Tübingen, Eberhard Karls University Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany.
Herrmann J; Department of Diagnostic and Interventional Radiology, University Hospital Tübingen, Eberhard Karls University Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany.
Afat S; Department of Diagnostic and Interventional Radiology, University Hospital Tübingen, Eberhard Karls University Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany.
Othman AE; Department of Diagnostic and Interventional Radiology, University Hospital Tübingen, Eberhard Karls University Tübingen, Hoppe-Seyler-Str. 3, 72076, Tübingen, Germany.
Nickel D; Universitätsklink für Neuroradiologie, Johannes Gutenberg-Universität Mainz, Mainz, Germany.
Koerzdoerfer G; MR Applications Predevelopment, Siemens Healthcare GmbH, Allee Am Roethelheimpark 2, 91052, Erlangen, Germany.
Springer F; MR Applications Predevelopment, Siemens Healthcare GmbH, Allee Am Roethelheimpark 2, 91052, Erlangen, Germany.

Radiol Med ; 128(3): 347-356, 2023 Mar.

Article em En | MEDLINE | ID: mdl-36807027

Assuntos

Tornozelo; Aprendizado Profundo; Humanos; Tornozelo/diagnóstico por imagem; Imageamento Tridimensional/métodos; Estudos Prospectivos; Imageamento por Ressonância Magnética/métodos

Palavras-chave

Ankle; Artificial intelligence; Deep learning; MRI; Machine learning

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Aprendizado Profundo / Tornozelo Tipo de estudo: Guideline / Observational_studies Limite: Humans Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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