Literature DB >> 26797542

How Will Big Data Improve Clinical and Basic Research in Radiation Therapy?

Barry S Rosenstein1, Jacek Capala2, Jason A Efstathiou3, Jeff Hammerbacher4, Sarah L Kerns5, Feng-Ming Spring Kong6, Harry Ostrer7, Fred W Prior8, Bhadrasain Vikram2, John Wong9, Ying Xiao10.   

Abstract

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Year:  2015        PMID： 26797542      PMCID： PMC4864183          DOI： 10.1016/j.ijrobp.2015.11.009

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


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  29 in total

1.  Validating electronic cancer quality measures at Veterans Health Administration.

Authors:  Jeremy B Shelton; Ted A Skolarus; Diana Ordin; Jennifer Malin; AnnaLiza Antonio; Joan Ryoo; Christopher S Saigal
Journal:  Am J Manag Care       Date:  2014       Impact factor: 2.229

2.  De-identification of Medical Images with Retention of Scientific Research Value.

Authors:  Stephen M Moore; David R Maffitt; Kirk E Smith; Justin S Kirby; Kenneth W Clark; John B Freymann; Bruce A Vendt; Lawrence R Tarbox; Fred W Prior
Journal:  Radiographics       Date:  2015 May-Jun       Impact factor: 5.333

Review 3.  Radiogenomics: using genetics to identify cancer patients at risk for development of adverse effects following radiotherapy.

Authors:  Sarah L Kerns; Harry Ostrer; Barry S Rosenstein
Journal:  Cancer Discov       Date:  2014-01-17       Impact factor: 39.397

4.  Modern clinical research: How rapid learning health care and cohort multiple randomised clinical trials complement traditional evidence based medicine.

Authors:  Philippe Lambin; Jaap Zindler; Ben Vanneste; Lien van de Voorde; Maria Jacobs; Daniëlle Eekers; Jurgen Peerlings; Bart Reymen; Ruben T H M Larue; Timo M Deist; Evelyn E C de Jong; Aniek J G Even; Adriana J Berlanga; Erik Roelofs; Qing Cheng; Sara Carvalho; Ralph T H Leijenaar; Catharina M L Zegers; Evert van Limbergen; Maaike Berbee; Wouter van Elmpt; Cary Oberije; Ruud Houben; Andre Dekker; Liesbeth Boersma; Frank Verhaegen; Geert Bosmans; Frank Hoebers; Kim Smits; Sean Walsh
Journal:  Acta Oncol       Date:  2015-09-23       Impact factor: 4.089

5.  The Cancer Imaging Archive (TCIA): maintaining and operating a public information repository.

Authors:  Kenneth Clark; Bruce Vendt; Kirk Smith; John Freymann; Justin Kirby; Paul Koppel; Stephen Moore; Stanley Phillips; David Maffitt; Michael Pringle; Lawrence Tarbox; Fred Prior
Journal:  J Digit Imaging       Date:  2013-12       Impact factor: 4.056

6.  Use a survival model to correlate single-nucleotide polymorphisms of DNA repair genes with radiation dose-response in patients with non-small cell lung cancer.

Authors:  Jian-Yue Jin; Weili Wang; Randall K Ten Haken; Jie Chen; Nan Bi; Ramses Sadek; Hong Zhang; Theodore S Lawrence; Feng-Ming Spring Kong
Journal:  Radiother Oncol       Date:  2015-08-04       Impact factor: 6.280

7.  TCIA: An information resource to enable open science.

Authors:  Fred W Prior; Ken Clark; Paul Commean; John Freymann; Carl Jaffe; Justin Kirby; Stephen Moore; Kirk Smith; Lawrence Tarbox; Bruce Vendt; Guillermo Marquez
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2013

8.  Practice-based evidence to evidence-based practice: building the National Radiation Oncology Registry.

Authors:  Jason A Efstathiou; Deborah S Nassif; Todd R McNutt; C Bob Bogardus; Walter Bosch; Jeffrey Carlin; Ronald C Chen; Henry Chou; Dave Eggert; Benedick A Fraass; Joel Goldwein; Karen E Hoffman; Ken Hotz; Margie Hunt; Marc Kessler; Colleen A F Lawton; Charles Mayo; Jeff M Michalski; Sasa Mutic; Louis Potters; Christopher M Rose; Howard M Sandler; Gregory Sharp; Wolfgang Tomé; Phuoc T Tran; Terry Wall; Anthony L Zietman; Peter E Gabriel; Justin E Bekelman
Journal:  J Oncol Pract       Date:  2013-05       Impact factor: 3.840

9.  The REQUITE project: validating predictive models and biomarkers of radiotherapy toxicity to reduce side-effects and improve quality of life in cancer survivors.

Authors:  C West; D Azria; J Chang-Claude; S Davidson; P Lambin; B Rosenstein; D De Ruysscher; C Talbot; H Thierens; R Valdagni; A Vega; M Yuille
Journal:  Clin Oncol (R Coll Radiol)       Date:  2014-09-27       Impact factor: 4.126

10.  The National Institutes of Health's Big Data to Knowledge (BD2K) initiative: capitalizing on biomedical big data.

Authors:  Ronald Margolis; Leslie Derr; Michelle Dunn; Michael Huerta; Jennie Larkin; Jerry Sheehan; Mark Guyer; Eric D Green
Journal:  J Am Med Inform Assoc       Date:  2014-07-09       Impact factor: 4.497
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  9 in total

1.  Open access image repositories: high-quality data to enable machine learning research.

Authors:  F Prior; J Almeida; P Kathiravelu; T Kurc; K Smith; T J Fitzgerald; J Saltz
Journal:  Clin Radiol       Date:  2019-04-28       Impact factor: 2.350

Review 2.  Internet-based computer technology on radiotherapy.

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

Review 3.  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

4.  Big data in oncologic imaging.

Authors:  Daniele Regge; Simone Mazzetti; Valentina Giannini; Christian Bracco; Michele Stasi
Journal:  Radiol Med       Date:  2016-09-13       Impact factor: 3.469

5.  The public cancer radiology imaging collections of The Cancer Imaging Archive.

Authors:  Fred Prior; Kirk Smith; Ashish Sharma; Justin Kirby; Lawrence Tarbox; Ken Clark; William Bennett; Tracy Nolan; John Freymann
Journal:  Sci Data       Date:  2017-09-19       Impact factor: 6.444

6.  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

7.  Imaging and clinical data archive for head and neck squamous cell carcinoma patients treated with radiotherapy.

Authors:  Aaron J Grossberg; Abdallah S R Mohamed; Hesham Elhalawani; William C Bennett; Kirk E Smith; Tracy S Nolan; Bowman Williams; Sasikarn Chamchod; Jolien Heukelom; Michael E Kantor; Theodora Browne; Katherine A Hutcheson; G Brandon Gunn; Adam S Garden; William H Morrison; Steven J Frank; David I Rosenthal; John B Freymann; Clifton D Fuller
Journal:  Sci Data       Date:  2018-09-04       Impact factor: 6.444

Review 8.  Machine Learning and Radiogenomics: Lessons Learned and Future Directions.

Authors:  John Kang; Tiziana Rancati; Sangkyu Lee; Jung Hun Oh; Sarah L Kerns; Jacob G Scott; Russell Schwartz; Seyoung Kim; Barry S Rosenstein
Journal:  Front Oncol       Date:  2018-06-21       Impact factor: 6.244

9.  Reengineering Workflow for Curation of DICOM Datasets.

Authors:  William Bennett; Kirk Smith; Quasar Jarosz; Tracy Nolan; Walter Bosch
Journal:  J Digit Imaging       Date:  2018-12       Impact factor: 4.056
  9 in total

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