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

doi:10.1016/j.ijrobp.2019.01.087

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 journal › Review article › peer-review

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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 language	English
Pages (from-to)	302-315
Number of pages	14
Journal	International Journal of Radiation Oncology Biology Physics
Volume	104
Issue number	2
DOIs	https://doi.org/10.1016/j.ijrobp.2019.01.087
State	Published - Jun 1 2019

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Nie, K., Al-Hallaq, H., Li, X. A., Benedict, S. H., Sohn, J. W., Moran, J. M., Fan, Y., Huang, M., Knopp, M. V., Michalski, J. M., Monroe, J., Obcemea, C., Tsien, C. I., 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, 104(2), 302-315. https://doi.org/10.1016/j.ijrobp.2019.01.087

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title = "NCTN Assessment on Current Applications of Radiomics in Oncology",

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.",

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",

note = "Publisher Copyright: {\textcopyright} 2019",

year = "2019",

month = jun,

day = "1",

doi = "10.1016/j.ijrobp.2019.01.087",

language = "English",

volume = "104",

pages = "302--315",

journal = "International Journal of Radiation Oncology Biology Physics",

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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

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.

AB - 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.

UR - http://www.scopus.com/inward/record.url?scp=85064671471&partnerID=8YFLogxK

U2 - 10.1016/j.ijrobp.2019.01.087

DO - 10.1016/j.ijrobp.2019.01.087

M3 - Review article

C2 - 30711529

AN - SCOPUS:85064671471

SN - 0360-3016

VL - 104

SP - 302

EP - 315

JO - International Journal of Radiation Oncology Biology Physics

JF - International Journal of Radiation Oncology Biology Physics

IS - 2

ER -

NCTN Assessment on Current Applications of Radiomics in Oncology

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