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Minimizing acquisition-related radiomics variability by image resampling and batch effect correction to allow for large-scale data analysis.
Ligero, Marta; Jordi-Ollero, Olivia; Bernatowicz, Kinga; Garcia-Ruiz, Alonso; Delgado-Muñoz, Eric; Leiva, David; Mast, Richard; Suarez, Cristina; Sala-Llonch, Roser; Calvo, Nahum; Escobar, Manuel; Navarro-Martin, Arturo; Villacampa, Guillermo; Dienstmann, Rodrigo; Perez-Lopez, Raquel.
Afiliação
  • Ligero M; Radiomics Group, Vall d'Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d'Hebron, Vall d'Hebron Barcelona Hospital Campus (Spain), Barcelona, Spain.
  • Jordi-Ollero O; Medical Physics and Radiation Protection Department, Catalan Institute of Oncology (ICO), Duran i Reynals Hospital, Barcelona, Spain.
  • Bernatowicz K; Radiomics Group, Vall d'Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d'Hebron, Vall d'Hebron Barcelona Hospital Campus (Spain), Barcelona, Spain.
  • Garcia-Ruiz A; Radiomics Group, Vall d'Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d'Hebron, Vall d'Hebron Barcelona Hospital Campus (Spain), Barcelona, Spain.
  • Delgado-Muñoz E; Radiomics Group, Vall d'Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d'Hebron, Vall d'Hebron Barcelona Hospital Campus (Spain), Barcelona, Spain.
  • Leiva D; Radiology Department, Bellvitge University Hospital, Barcelona, Spain.
  • Mast R; Radiology Department, Vall d'Hebron University Hospital, Barcelona, Spain.
  • Suarez C; Medical Oncology, Vall d'Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d´Hebron, Vall d'Hebron Barcelona Hospital Campus (Spain), Barcelona, Spain.
  • Sala-Llonch R; Department of Biomedicine, Faculty of Medicine, University of Barcelona, Barcelona, Spain.
  • Calvo N; Radiology Department, Bellvitge University Hospital, Barcelona, Spain.
  • Escobar M; Radiology Department, Vall d'Hebron University Hospital, Barcelona, Spain.
  • Navarro-Martin A; Radiation Oncology Department, Catalan Institute of Oncology (ICO), Duran i Reynals Hospital, Barcelona, Spain.
  • Villacampa G; Oncology Data Science (ODysSey) Group, Vall d'Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d'Hebron, Vall d'Hebron Barcelona Hospital Campus (Spain), Barcelona, Spain.
  • Dienstmann R; Oncology Data Science (ODysSey) Group, Vall d'Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d'Hebron, Vall d'Hebron Barcelona Hospital Campus (Spain), Barcelona, Spain.
  • Perez-Lopez R; Radiomics Group, Vall d'Hebron Institute of Oncology (VHIO), Hospital Universitari Vall d'Hebron, Vall d'Hebron Barcelona Hospital Campus (Spain), Barcelona, Spain. rperez@vhio.net.
Eur Radiol ; 31(3): 1460-1470, 2021 Mar.
Article em En | MEDLINE | ID: mdl-32909055
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Processamento de Imagem Assistida por Computador / Análise de Dados Tipo de estudo: Guideline / Observational_studies Limite: Humans Idioma: En Revista: Eur Radiol Assunto da revista: RADIOLOGIA Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Espanha
Texto completo
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XML
PubMed Links
Buscar no Google

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Processamento de Imagem Assistida por Computador / Análise de Dados Tipo de estudo: Guideline / Observational_studies Limite: Humans Idioma: En Revista: Eur Radiol Assunto da revista: RADIOLOGIA Ano de publicação: 2021 Tipo de documento: Article País de afiliação: Espanha