Development and External Validation of Deep-Learning-Based Tumor Grading Models in Soft-Tissue Sarcoma Patients Using MR Imaging

Fernando Navarro, Hendrik Dapper, Rebecca Asadpour, Carolin Knebel, Matthew B. Spraker, Vincent Schwarze, Stephanie K. Schaub, Nina A. Mayr, Katja Specht, Henry C. Woodruff, Philippe Lambin, Alexandra S. Gersing, Matthew J. Nyflot, Bjoern H. Menze, Stephanie E. Combs, Jan C. Peeken*

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

2 Citations (Web of Science)
Original languageEnglish
Article number2866
Number of pages14
JournalCancers
Volume13
Issue number12
DOIs
Publication statusPublished - Jun 2021

Keywords

  • deep learning
  • convolutional neural networks
  • artificial intelligence
  • machine learning
  • soft-tissue sarcomas
  • tumor grading
  • MRI
  • RADIATION-THERAPY
  • RADIOMICS
  • DEFINITION
  • SURVIVAL
  • FEATURES
  • IMAGES
  • ADULTS

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