Literature DB >> 27302502

Introduction to Big Data in Radiation Oncology: Exploring Opportunities for Research, Quality Assessment, and Clinical Care.

Stanley H Benedict1, Issam El Naqa2, Eric E Klein3.   

Abstract

Mesh：

Year:  2016        PMID： 27302502     DOI： 10.1016/j.ijrobp.2015.12.358

Source DB:  PubMed          Journal:  Int J Radiat Oncol Biol Phys        ISSN： 0360-3016            Impact factor:   7.038


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  13 in total

1.  Assessing the Training and Research Environment for Genomics, Bioinformatics, and Immunology in Radiation Oncology.

Authors:  Kent W Mouw; Tyler F Beck; Judith C Keen; Adam P Dicker
Journal:  JCO Clin Cancer Inform       Date:  2018-12

Review 2.  Internet-based computer technology on radiotherapy.

Authors:  James C L Chow
Journal:  Rep Pract Oncol Radiother       Date:  2017-09-08

3.  Promoting the Appropriate Use of Advanced Radiation Technologies in Oncology: Summary of a National Cancer Policy Forum Workshop.

Authors:  Grace L Smith; Patricia A Ganz; Justin E Bekelman; Steven J Chmura; James J Dignam; Jason A Efstathiou; Reshma Jagsi; Peter A Johnstone; Michael L Steinberg; Stephen B Williams; James B Yu; Anthony L Zietman; Ralph R Weichselbaum; Ya-Chen Tina Shih
Journal:  Int J Radiat Oncol Biol Phys       Date:  2016-11-08       Impact factor: 7.038

Review 4.  Radiogenomics and radiotherapy response modeling.

Authors:  Issam El Naqa; Sarah L Kerns; James Coates; Yi Luo; Corey Speers; Catharine M L West; Barry S Rosenstein; Randall K Ten Haken
Journal:  Phys Med Biol       Date:  2017-08-01       Impact factor: 3.609

5.  Prospects and challenges for clinical decision support in the era of big data.

Authors:  Issam El Naqa; Michael R Kosorok; Judy Jin; Michelle Mierzwa; Randall K Ten Haken
Journal:  JCO Clin Cancer Inform       Date:  2018-11-09

6.  Radiation Therapy Outcomes Models in the Era of Radiomics and Radiogenomics: Uncertainties and Validation.

Authors:  Issam El Naqa; Gaurav Pandey; Hugo Aerts; Jen-Tzung Chien; Christian Nicolaj Andreassen; Andrzej Niemierko; Randall K Ten Haken
Journal:  Int J Radiat Oncol Biol Phys       Date:  2018-10-18       Impact factor: 7.038

7.  Trends in Physics Contributions to the 'Red Journal': A 30-year Journey and Comparison to Global Trends.

Authors:  Ravindra Yaparpalvi; Nitin Ohri; Wolfgang A Tomé; Shalom Kalnicki
Journal:  Cureus       Date:  2018-07-20

Review 8.  The Role of Machine Learning in Knowledge-Based Response-Adapted Radiotherapy.

Authors:  Huan-Hsin Tseng; Yi Luo; Randall K Ten Haken; Issam El Naqa
Journal:  Front Oncol       Date:  2018-07-27       Impact factor: 6.244

Review 9.  Quantitative radiomics studies for tissue characterization: a review of technology and methodological procedures.

Authors:  Ruben T H M Larue; Gilles Defraene; Dirk De Ruysscher; Philippe Lambin; Wouter van Elmpt
Journal:  Br J Radiol       Date:  2016-12-12       Impact factor: 3.039

10.  Evaluation of classification and regression tree (CART) model in weight loss prediction following head and neck cancer radiation therapy.

Authors:  Zhi Cheng; Minoru Nakatsugawa; Chen Hu; Scott P Robertson; Xuan Hui; Joseph A Moore; Michael R Bowers; Ana P Kiess; Brandi R Page; Laura Burns; Mariah Muse; Amanda Choflet; Kousuke Sakaue; Shinya Sugiyama; Kazuki Utsunomiya; John W Wong; Todd R McNutt; Harry Quon
Journal:  Adv Radiat Oncol       Date:  2017-12-07
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