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A transfer learning approach to facilitate ComBat-based harmonization of multicentre radiomic features in new datasets.
Da-Ano, Ronrick; Lucia, François; Masson, Ingrid; Abgral, Ronan; Alfieri, Joanne; Rousseau, Caroline; Mervoyer, Augustin; Reinhold, Caroline; Pradier, Olivier; Schick, Ulrike; Visvikis, Dimitris; Hatt, Mathieu.
Afiliação
  • Da-Ano R; INSERM, UMR 1101, LaTIM, University of Brest, Brest, France.
  • Lucia F; INSERM, UMR 1101, LaTIM, University of Brest, Brest, France.
  • Masson I; Radiation Oncology Department, University Hospital, Brest, France.
  • Abgral R; INSERM, UMR 1101, LaTIM, University of Brest, Brest, France.
  • Alfieri J; Department of Radiation Oncology, Institut de cancérologie de l'Ouest René-Gauducheau, Saint-Herblain, France.
  • Rousseau C; Department of Nuclear Medicine, University of Brest, Brest, France.
  • Mervoyer A; Department of Radiation Oncology, McGill University Health Centre, Montreal, Quebec.
  • Reinhold C; Department of Nuclear Medicine, Institut de cancérologie de l'Ouest René-Gauducheau, Saint-Herblain, France.
  • Pradier O; Department of Radiation Oncology, Institut de cancérologie de l'Ouest René-Gauducheau, Saint-Herblain, France.
  • Schick U; Department of Radiology, McGill University Health Centre, Montreal, Canada.
  • Visvikis D; Augmented Intelligence & Precision Health Laboratory of the Research Institute of McGill University Health Centre, Montreal, Canada.
  • Hatt M; INSERM, UMR 1101, LaTIM, University of Brest, Brest, France.
PLoS One ; 16(7): e0253653, 2021.
Article em En | MEDLINE | ID: mdl-34197503
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Interpretação de Imagem Assistida por Computador / Neoplasias do Colo do Útero / Colo do Útero / Aprendizado de Máquina Tipo de estudo: Guideline / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Adult / Aged / Aged80 / Female / Humans / Middle aged Idioma: En Ano de publicação: 2021 Tipo de documento: Article
Texto completo
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Interpretação de Imagem Assistida por Computador / Neoplasias do Colo do Útero / Colo do Útero / Aprendizado de Máquina Tipo de estudo: Guideline / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Adult / Aged / Aged80 / Female / Humans / Middle aged Idioma: En Ano de publicação: 2021 Tipo de documento: Article