Accelerated diffusion-weighted imaging of the prostate using deep learning image reconstruction: A retrospective comparison with standard diffusion-weighted imaging.

Ursprung, Stephan; Herrmann, Judith; Joos, Natalie; Weiland, Elisabeth; Benkert, Thomas; Almansour, Haidara; Lingg, Andreas; Afat, Saif; Gassenmaier, Sebastian

Ursprung, Stephan; Herrmann, Judith; Joos, Natalie; Weiland, Elisabeth; Benkert, Thomas; Almansour, Haidara; Lingg, Andreas; Afat, Saif; Gassenmaier, Sebastian.

Afiliación

Ursprung S; Department of Radiology, University Hospital Tuebingen, Eberhard Karls University of Tuebingen, Tuebingen, Germany.
Herrmann J; Department of Radiology, University Hospital Tuebingen, Eberhard Karls University of Tuebingen, Tuebingen, Germany.
Joos N; Department of Radiology, University Hospital Tuebingen, Eberhard Karls University of Tuebingen, Tuebingen, Germany.
Weiland E; MR Application Predevelopment, Siemens Healthcare GmbH, Erlangen, Germany.
Benkert T; MR Application Predevelopment, Siemens Healthcare GmbH, Erlangen, Germany.
Almansour H; Department of Radiology, University Hospital Tuebingen, Eberhard Karls University of Tuebingen, Tuebingen, Germany.
Lingg A; Department of Radiology, University Hospital Tuebingen, Eberhard Karls University of Tuebingen, Tuebingen, Germany.
Afat S; Department of Radiology, University Hospital Tuebingen, Eberhard Karls University of Tuebingen, Tuebingen, Germany. Electronic address: saif.afat@med.uni-tuebingen.de.
Gassenmaier S; Department of Radiology, University Hospital Tuebingen, Eberhard Karls University of Tuebingen, Tuebingen, Germany.

Eur J Radiol ; 165: 110953, 2023 Aug.

Article en En | MEDLINE | ID: mdl-37399667

Asunto(s)

Aprendizaje Profundo; Neoplasias de la Próstata; Masculino; Humanos; Próstata/diagnóstico por imagen; Estudios Retrospectivos; Neoplasias de la Próstata/diagnóstico por imagen; Reproducibilidad de los Resultados; Imagen de Difusión por Resonancia Magnética/métodos; Imagen por Resonancia Magnética; Procesamiento de Imagen Asistido por Computador/métodos

Palabras clave

Deep learning; Diffusion-weighted imaging; Image quality; Image reconstruction; Magnetic resonance imaging; Prostate cancer

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Texto completo: 1 Bases de datos: MEDLINE Asunto principal: Neoplasias de la Próstata / Aprendizaje Profundo Tipo de estudio: Observational_studies Límite: Humans / Male Idioma: En Revista: Eur J Radiol Año: 2023 Tipo del documento: Article País de afiliación: Alemania

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