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Prediction of lipomatous soft tissue malignancy on MRI: comparison between machine learning applied to radiomics and deep learning.
Fradet, Guillaume; Ayde, Reina; Bottois, Hugo; El Harchaoui, Mohamed; Khaled, Wassef; Drapé, Jean-Luc; Pilleul, Frank; Bouhamama, Amine; Beuf, Olivier; Leporq, Benjamin.
Afiliação
  • Fradet G; Capgemini Engineering, Paris, France.
  • Ayde R; Capgemini Engineering, Paris, France.
  • Bottois H; Capgemini Engineering, Paris, France. bottois.hugo@outlook.fr.
  • El Harchaoui M; Capgemini Engineering, Paris, France.
  • Khaled W; Service de Radiologie B, Groupe Hospitalier Cochin, AP-HP Centre, Université de Paris, Paris, France.
  • Drapé JL; Service de Radiologie B, Groupe Hospitalier Cochin, AP-HP Centre, Université de Paris, Paris, France.
  • Pilleul F; Université Lyon, INSA-Lyon, Université Claude Bernard Lyon 1, UJM-Saint Etienne, CNRS, Inserm, CREATIS UMR 5220 U1206, Villeurbanne, France.
  • Bouhamama A; Department of Radiology, Centre de lutte contre le cancer Léon Bérard, Lyon, France.
  • Beuf O; Université Lyon, INSA-Lyon, Université Claude Bernard Lyon 1, UJM-Saint Etienne, CNRS, Inserm, CREATIS UMR 5220 U1206, Villeurbanne, France.
  • Leporq B; Department of Radiology, Centre de lutte contre le cancer Léon Bérard, Lyon, France.
Eur Radiol Exp ; 6(1): 41, 2022 09 08.
Article em En | MEDLINE | ID: mdl-36071368
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Neoplasias de Tecidos Moles / Neoplasias Lipomatosas / Aprendizado Profundo / Lipoma Idioma: En Ano de publicação: 2022 Tipo de documento: Article
Texto completo
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Neoplasias de Tecidos Moles / Neoplasias Lipomatosas / Aprendizado Profundo / Lipoma Idioma: En Ano de publicação: 2022 Tipo de documento: Article