Literature DB >> 24309199

International data-sharing for radiotherapy research: an open-source based infrastructure for multicentric clinical data mining.

Erik Roelofs1, André Dekker1, Vincenzo Valentini2, Philippe Lambin1, Elisa Meldolesi2, Ruud G P M van Stiphout1.   

Abstract

Extensive, multifactorial data sharing is a crucial prerequisite for current and future (radiotherapy) research. However, the cost, time and effort to achieve this are often a roadblock. We present an open-source based data-sharing infrastructure between two radiotherapy departments, allowing seamless exchange of de-identified, automatically translated clinical and biomedical treatment data.
Copyright © 2013 Elsevier Ireland Ltd. All rights reserved.

Entities:  

Keywords:  Data mining; Knowledge engineering; Machine learning; Medical informatics; Open source software

Mesh：

Year:  2013        PMID： 24309199      PMCID： PMC5228341          DOI： 10.1016/j.radonc.2013.11.001

Source DB:  PubMed          Journal:  Radiother Oncol        ISSN： 0167-8140            Impact factor:   6.280


  27 in total

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Journal:  Radiother Oncol       Date:  2010-09-21       Impact factor: 6.280

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Journal:  J Am Med Inform Assoc       Date:  2007-12-20       Impact factor: 4.497

3.  Development and validation of a nomogram for prediction of survival and local control in laryngeal carcinoma patients treated with radiotherapy alone: a cohort study based on 994 patients.

Authors:  Ada G T M Egelmeer; E Rios Velazquez; Jos M A de Jong; Cary Oberije; Yasmyne Geussens; Sandra Nuyts; Bernd Kremer; Derek Rietveld; C René Leemans; Monique C de Jong; Coen Rasch; Frank Hoebers; Jarrod Homer; Nick Slevin; Catharine West; Philippe Lambin
Journal:  Radiother Oncol       Date:  2011-07-23       Impact factor: 6.280

4.  Nomograms for predicting local recurrence, distant metastases, and overall survival for patients with locally advanced rectal cancer on the basis of European randomized clinical trials.

Authors:  Vincenzo Valentini; Ruud G P M van Stiphout; Guido Lammering; Maria Antonietta Gambacorta; Maria Cristina Barba; Marek Bebenek; Franck Bonnetain; Jean-Francois Bosset; Krzysztof Bujko; Luca Cionini; Jean-Pierre Gerard; Claus Rödel; Aldo Sainato; Rolf Sauer; Bruce D Minsky; Laurence Collette; Philippe Lambin
Journal:  J Clin Oncol       Date:  2011-07-11       Impact factor: 44.544

5.  Development and external validation of a predictive model for pathological complete response of rectal cancer patients including sequential PET-CT imaging.

Authors:  Ruud G P M van Stiphout; Guido Lammering; Jeroen Buijsen; Marco H M Janssen; Maria Antonietta Gambacorta; Pieter Slagmolen; Maarten Lambrecht; Domenico Rubello; Marcello Gava; Alessandro Giordano; Eric O Postma; Karin Haustermans; Carlo Capirci; Vincenzo Valentini; Philippe Lambin
Journal:  Radiother Oncol       Date:  2010-12-20       Impact factor: 6.280

6.  Development and validation of a prognostic model using blood biomarker information for prediction of survival of non-small-cell lung cancer patients treated with combined chemotherapy and radiation or radiotherapy alone (NCT00181519, NCT00573040, and NCT00572325).

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Journal:  Eur J Cancer       Date:  2012-01-16       Impact factor: 9.162

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Authors:  Damien C Weber; Milan Tomsej; Christos Melidis; Coen W Hurkmans
Journal:  Radiother Oncol       Date:  2012-09-14       Impact factor: 6.280

9.  Benefits of a clinical data warehouse with data mining tools to collect data for a radiotherapy trial.

Authors:  Erik Roelofs; Lucas Persoon; Sebastiaan Nijsten; Wolfgang Wiessler; André Dekker; Philippe Lambin
Journal:  Radiother Oncol       Date:  2013-02-05       Impact factor: 6.280

10.  Participation in cancer clinical trials: race-, sex-, and age-based disparities.

Authors:  Vivek H Murthy; Harlan M Krumholz; Cary P Gross
Journal:  JAMA       Date:  2004-06-09       Impact factor: 56.272
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  22 in total

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Review 2.  Radiation oncology in the era of precision medicine.

Authors:  Michael Baumann; Mechthild Krause; Jens Overgaard; Jürgen Debus; Søren M Bentzen; Juliane Daartz; Christian Richter; Daniel Zips; Thomas Bortfeld
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Review 3.  Biomedical informatics advancing the national health agenda: the AMIA 2015 year-in-review in clinical and consumer informatics.

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Review 4.  An Assessment of Imaging Informatics for Precision Medicine in Cancer.

Authors:  C Chennubhotla; L P Clarke; A Fedorov; D Foran; G Harris; E Helton; R Nordstrom; F Prior; D Rubin; J H Saltz; E Shalley; A Sharma
Journal:  Yearb Med Inform       Date:  2017-09-11

Review 5.  Radiomics: the bridge between medical imaging and personalized medicine.

Authors:  Philippe Lambin; Ralph T H Leijenaar; Timo M Deist; Jurgen Peerlings; Evelyn E C de Jong; Janita van Timmeren; Sebastian Sanduleanu; Ruben T H M Larue; Aniek J G Even; Arthur Jochems; Yvonka van Wijk; Henry Woodruff; Johan van Soest; Tim Lustberg; Erik Roelofs; Wouter van Elmpt; Andre Dekker; Felix M Mottaghy; Joachim E Wildberger; Sean Walsh
Journal:  Nat Rev Clin Oncol       Date:  2017-10-04       Impact factor: 66.675

6.  Role of the modern radiotherapy in the postoperative setting for esophageal cancer.

Authors:  Gian-Carlo Mattiucci; Francesco Cellini
Journal:  J Thorac Dis       Date:  2017-11       Impact factor: 2.895

7.  Predicting distant failure in early stage NSCLC treated with SBRT using clinical parameters.

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Journal:  Radiother Oncol       Date:  2016-05-05       Impact factor: 6.280

8.  Overview of the American Society for Radiation Oncology-National Institutes of Health-American Association of Physicists in Medicine Workshop 2015: Exploring Opportunities for Radiation Oncology in the Era of Big Data.

Authors:  Stanley H Benedict; Karen Hoffman; Mary K Martel; Amy P Abernethy; Anthony L Asher; Jacek Capala; Ronald C Chen; Bhisham Chera; Jennifer Couch; James Deye; Jason A Efstathiou; Eric Ford; Benedick A Fraass; Peter E Gabriel; Vojtech Huser; Brian D Kavanagh; Deepak Khuntia; Lawrence B Marks; Charles Mayo; Todd McNutt; Robert S Miller; Kevin L Moore; Fred Prior; Erik Roelofs; Barry S Rosenstein; Jeff Sloan; Anna Theriault; Bhadrasain Vikram
Journal:  Int J Radiat Oncol Biol Phys       Date:  2016-07-01       Impact factor: 7.038

9.  Advancing our quantitative understanding of radiotherapy normal tissue morbidity.

Authors:  Joseph O Deasy; Ludvig P Muren
Journal:  Acta Oncol       Date:  2014-05       Impact factor: 4.089

10.  Benefits of a clinical data warehouse with data mining tools to collect data for a radiotherapy trial.

Authors:  Erik Roelofs; Lucas Persoon; Sebastiaan Nijsten; Wolfgang Wiessler; André Dekker; Philippe Lambin
Journal:  Radiother Oncol       Date:  2013-02-05       Impact factor: 6.280
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