NCTN Assessment on Current Applications of Radiomics in Oncology

  • Ke Nie
  • , Hania Al-Hallaq
  • , X. Allen Li
  • , Stanley H. Benedict
  • , Jason W. Sohn
  • , Jean M. Moran
  • , Yong Fan
  • , Mi Huang
  • , Michael V. Knopp
  • , Jeff M. Michalski
  • , James Monroe
  • , Ceferino Obcemea
  • , Christina I. Tsien
  • , Timothy Solberg
  • , Jackie Wu
  • , Ping Xia
  • , Ying Xiao
  • , Issam El Naqa

Research output: Contribution to journalReview articlepeer-review

58 Scopus citations

Abstract

Radiomics is a fast-growing research area based on converting standard-of-care imaging into quantitative minable data and building subsequent predictive models to personalize treatment. Radiomics has been proposed as a study objective in clinical trial concepts and a potential biomarker for stratifying patients across interventional treatment arms. In recognizing the growing importance of radiomics in oncology, a group of medical physicists and clinicians from NRG Oncology reviewed the current status of the field and identified critical issues, providing a general assessment and early recommendations for incorporation in oncology studies.

Original languageEnglish
Pages (from-to)302-315
Number of pages14
JournalInternational Journal of Radiation Oncology Biology Physics
Volume104
Issue number2
DOIs
StatePublished - Jun 1 2019

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