NCTN Assessment on Current Applications of Radiomics in Oncology

被引：45

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

来源：

INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS | 2019年 / 104卷 / 02期

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

页码：302 / 315

页数：14

共 140 条

[1] Defining a Radiomic Response Phenotype: A Pilot Study using targeted therapy in NSCLC [J].