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 article

1 Citation (Scopus)

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 (US)
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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biomarkers
Standard of Care
recommendations
Biomarkers
Clinical Trials
Therapeutics
Research

All Science Journal Classification (ASJC) codes

  • Radiation
  • Oncology
  • Radiology Nuclear Medicine and imaging
  • Cancer Research

Cite this

Nie, K., Al-Hallaq, H., Li, X. A., Benedict, S. H., Sohn, J. W., Moran, J. M., ... El Naqa, I. (2019). NCTN Assessment on Current Applications of Radiomics in Oncology. International Journal of Radiation Oncology Biology Physics, 104(2), 302-315. https://doi.org/10.1016/j.ijrobp.2019.01.087
Nie, Ke ; Al-Hallaq, Hania ; Li, X. Allen ; Benedict, Stanley H. ; Sohn, Jason W. ; Moran, Jean M. ; Fan, Yong ; Huang, Mi ; Knopp, Michael V. ; Michalski, Jeff M. ; Monroe, James ; Obcemea, Ceferino ; Tsien, Christina I. ; Solberg, Timothy ; Wu, Jackie ; Xia, Ping ; Xiao, Ying ; El Naqa, Issam. / NCTN Assessment on Current Applications of Radiomics in Oncology. In: International Journal of Radiation Oncology Biology Physics. 2019 ; Vol. 104, No. 2. pp. 302-315.
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author = "Ke Nie and Hania Al-Hallaq and Li, {X. Allen} and Benedict, {Stanley H.} and Sohn, {Jason W.} and Moran, {Jean M.} and Yong Fan and Mi Huang and Knopp, {Michael V.} and Michalski, {Jeff M.} and James Monroe and Ceferino Obcemea and Tsien, {Christina I.} and Timothy Solberg and Jackie Wu and Ping Xia and Ying Xiao and {El Naqa}, Issam",
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Nie, K, Al-Hallaq, H, Li, XA, Benedict, SH, Sohn, JW, Moran, JM, Fan, Y, Huang, M, Knopp, MV, Michalski, JM, Monroe, J, Obcemea, C, Tsien, CI, Solberg, T, Wu, J, Xia, P, Xiao, Y & El Naqa, I 2019, 'NCTN Assessment on Current Applications of Radiomics in Oncology', International Journal of Radiation Oncology Biology Physics, vol. 104, no. 2, pp. 302-315. https://doi.org/10.1016/j.ijrobp.2019.01.087

NCTN Assessment on Current Applications of Radiomics in Oncology. / Nie, Ke; Al-Hallaq, Hania; Li, X. Allen; Benedict, Stanley H.; Sohn, Jason W.; Moran, Jean M.; Fan, Yong; Huang, Mi; Knopp, Michael V.; Michalski, Jeff M.; Monroe, James; Obcemea, Ceferino; Tsien, Christina I.; Solberg, Timothy; Wu, Jackie; Xia, Ping; Xiao, Ying; El Naqa, Issam.

In: International Journal of Radiation Oncology Biology Physics, Vol. 104, No. 2, 01.06.2019, p. 302-315.

Research output: Contribution to journalReview article

TY - JOUR

T1 - NCTN Assessment on Current Applications of Radiomics in Oncology

AU - Nie, Ke

AU - Al-Hallaq, Hania

AU - Li, X. Allen

AU - Benedict, Stanley H.

AU - Sohn, Jason W.

AU - Moran, Jean M.

AU - Fan, Yong

AU - Huang, Mi

AU - Knopp, Michael V.

AU - Michalski, Jeff M.

AU - Monroe, James

AU - Obcemea, Ceferino

AU - Tsien, Christina I.

AU - Solberg, Timothy

AU - Wu, Jackie

AU - Xia, Ping

AU - Xiao, Ying

AU - El Naqa, Issam

PY - 2019/6/1

Y1 - 2019/6/1

N2 - 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.

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JO - International Journal of Radiation Oncology Biology Physics

JF - International Journal of Radiation Oncology Biology Physics

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