NCTN Assessment on Current Applications of Radiomics in Oncology

被引:40
|
作者
Nie, Ke [1 ]
Al-Hallaq, Hania [2 ]
Li, X. Allen [3 ]
Benedict, Stanley H. [4 ]
Sohn, Jason W. [5 ]
Moran, Jean M. [6 ]
Fan, Yong [7 ]
Huang, Mi [8 ]
Knopp, Michael, V [9 ]
Michalski, Jeff M. [10 ]
Monroe, James [11 ]
Obcemea, Ceferino [12 ]
Tsien, Christina, I [10 ]
Solberg, Timothy [13 ]
Wu, Jackie [14 ]
Xia, Ping [15 ]
Xiao, Ying [8 ]
El Naqa, Ssam [2 ]
机构
[1] Rutgers Robert Wood Johnson Med Sch, Rutgers Canc Inst New Jersey, Dept Radiat Oncol, New Brunswick, NJ 08903 USA
[2] Univ Chicago, Dept Radiat & Cellular Oncol, Chicago, IL 60637 USA
[3] Med Coll Wisconsin, Dept Radiat Oncol, Milwaukee, WI 53226 USA
[4] Univ Calif Davis, Dept Radiat Oncol, Sacramento, CA 95817 USA
[5] Allegheny Hlth Network, Dept Radiat Oncol, Pittsburgh, PA USA
[6] Univ Michigan, Dept Radiat Oncol, Ann Arbor, MI 48109 USA
[7] Univ Penn, Dept Radiol, Perelman Sch Med, Philadelphia, PA 19104 USA
[8] Univ Penn, Perelman Sch Med, Dept Radiat Oncol, Philadelphia, PA 19104 USA
[9] Ohio State Univ, Dept Radiol, Div Imaging Sci, Columbus, OH 43210 USA
[10] Washington Univ, Sch Med, Dept Radiat Oncol, St Louis, MO USA
[11] St Anthonys Canc Ctr, Dept Radiat Oncol, St Louis, MO USA
[12] NCI, Radiat Res Program, Bethesda, MD 20892 USA
[13] Univ Calif San Francisco, Dept Radiat Oncol, San Francisco, CA USA
[14] Duke Univ, Dept Radiat Oncol, Durham, NC USA
[15] Cleveland Clin, Dept Radiat Oncol, Cleveland, OH 44106 USA
关键词
CELL LUNG-CANCER; QUANTITATIVE IMAGING NETWORK; FUNCTIONAL TUMOR VOLUME; EGFR MUTATION STATUS; BREAST-CANCER; NEOADJUVANT CHEMOTHERAPY; TEXTURAL FEATURES; F-18-FDG PET; FDG-PET; RADIATION-THERAPY;
D O I
10.1016/j.ijrobp.2019.01.087
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
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. (C) 2019 Published by Elsevier Inc.
引用
收藏
页码:302 / 315
页数:14
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