Machine learning-based CT radiomics features for the prediction of pulmonary metastasis in osteosarcoma.

Journal: The British journal of radiology
Published Date: Jun 19, 2021

Abstract

OBJECTIVE: This study aims to build machine learning-based CT radiomic features to predict patients developing metastasis after osteosarcoma diagnosis.

Authors

  • Helcio Mendonça Pereira
    Department of Medical Imaging, National Institute of Orthopedics and Traumatology (INTO), Rio de Janeiro, Rio de Janeiro, Brazil.
  • Maria Eugenia Leite Duarte
    Research Division of National Institute of Orthopedics and Traumatology (INTO), Rio de Janeiro, Brazil.
  • Igor Ribeiro Damasceno
    Department of Medical Imaging, National Institute of Cancer (INCA), Rio de Janeiro, Rio de Janeiro, Brazil.
  • Luiz Afonso de Oliveira Moura Santos
    Department of Medical Imaging, Hematology and Clinical Oncology, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo, Brazil.
  • Marcello Henrique Nogueira-Barbosa
    Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, SP, Brazil. marcello@fmrp.usp.br.

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