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Brain extraction on MRI scans in presence of diffuse glioma: Multi-institutional performance evaluation of deep learning methods and robust modality-agnostic training.
Thakur, Siddhesh; Doshi, Jimit; Pati, Sarthak; Rathore, Saima; Sako, Chiharu; Bilello, Michel; Ha, Sung Min; Shukla, Gaurav; Flanders, Adam; Kotrotsou, Aikaterini; Milchenko, Mikhail; Liem, Spencer; Alexander, Gregory S; Lombardo, Joseph; Palmer, Joshua D; LaMontagne, Pamela; Nazeri, Arash; Talbar, Sanjay; Kulkarni, Uday; Marcus, Daniel; Colen, Rivka; Davatzikos, Christos; Erus, Guray; Bakas, Spyridon.
Afiliação
  • Thakur S; Center for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA, USA; Shri Guru Gobind Singhji Institute of Engineering and Technology, Nanded, Maharashtra, India.
  • Doshi J; Center for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA, USA; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
  • Pati S; Center for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA, USA; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
  • Rathore S; Center for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA, USA; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
  • Sako C; Center for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA, USA; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
  • Bilello M; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
  • Ha SM; Center for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA, USA; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
  • Shukla G; Center for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA, USA; Department of Radiation Oncology, Christiana Care Health System, Philadelphia, PA, USA; Department of Radiation Oncology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadel
  • Flanders A; Department of Radiology, Thomas Jefferson University, Philadelphia, PA, USA.
  • Kotrotsou A; Department of Diagnostic Radiology, University of Texas MD Anderson Cancer Center, TX, USA.
  • Milchenko M; Department of Radiology, Washington University, School of Medicine, St. Louis, MO, USA.
  • Liem S; Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, USA.
  • Alexander GS; Department of Radiation Oncology, University of Maryland, Baltimore, MD, USA.
  • Lombardo J; Department of Radiation Oncology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA, USA; Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA, USA.
  • Palmer JD; Department of Radiation Oncology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA, USA; Department of Radiation Oncology, James Cancer Center, The Ohio State University, Columbus, OH, USA.
  • LaMontagne P; Department of Radiology, Washington University, School of Medicine, St. Louis, MO, USA.
  • Nazeri A; Department of Radiology, Washington University, School of Medicine, St. Louis, MO, USA.
  • Talbar S; Shri Guru Gobind Singhji Institute of Engineering and Technology, Nanded, Maharashtra, India.
  • Kulkarni U; Shri Guru Gobind Singhji Institute of Engineering and Technology, Nanded, Maharashtra, India.
  • Marcus D; Department of Radiology, Washington University, School of Medicine, St. Louis, MO, USA.
  • Colen R; Department of Diagnostic Radiology, University of Texas MD Anderson Cancer Center, TX, USA.
  • Davatzikos C; Center for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA, USA; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
  • Erus G; Center for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA, USA; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
  • Bakas S; Center for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA, USA; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA; Department of Pathology and Laboratory Medicine, Perelman School of Medicine, Unive
Neuroimage ; 220: 117081, 2020 10 15.
Article em En | MEDLINE | ID: mdl-32603860
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Processamento de Imagem Assistida por Computador / Encéfalo / Neoplasias Encefálicas / Imageamento por Ressonância Magnética / Glioma Tipo de estudo: Guideline / Observational_studies Limite: Humans Idioma: En Revista: Neuroimage Assunto da revista: DIAGNOSTICO POR IMAGEM Ano de publicação: 2020 Tipo de documento: Article País de afiliação: Índia
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Processamento de Imagem Assistida por Computador / Encéfalo / Neoplasias Encefálicas / Imageamento por Ressonância Magnética / Glioma Tipo de estudo: Guideline / Observational_studies Limite: Humans Idioma: En Revista: Neuroimage Assunto da revista: DIAGNOSTICO POR IMAGEM Ano de publicação: 2020 Tipo de documento: Article País de afiliação: Índia