Academic Journal
ENT COBRA (Consortium for Brachytherapy Data Analysis): interdisciplinary standardized data collection system for head and neck patients treated with interventional radiotherapy (brachytherapy)
| العنوان: | ENT COBRA (Consortium for Brachytherapy Data Analysis): interdisciplinary standardized data collection system for head and neck patients treated with interventional radiotherapy (brachytherapy) |
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| المؤلفون: | Luca Tagliaferri, György Kovács, Rosa Autorino, Ashwini Budrukkar, Jose Luis Guinot, Guido Hildebrand, Bengt Johansson, Rafael Martìnez Monge, Jens E. Meyer, Peter Niehoff, Angeles Rovirosa, Zoltàn Takàcsi-Nagy, Nicola Dinapoli, Vito Lanzotti, Andrea Damiani, Tamer Soror, Vincenzo Valentini |
| المصدر: | Journal of Contemporary Brachytherapy, Vol 8, Iss 4, Pp 336-343 (2016) |
| بيانات النشر: | Termedia Publishing House |
| سنة النشر: | 2016 |
| المجموعة: | Directory of Open Access Journals: DOAJ Articles |
| مصطلحات موضوعية: | consortium, data collection, ENT-COBRA, head and neck cancer, Medicine |
| الوصف: | Purpose : Aim of the COBRA (Consortium for Brachytherapy Data Analysis) project is to create a multicenter group (consortium) and a web-based system for standardized data collection. Material and methods: GEC-ESTRO (Groupe Européen de Curiethérapie – European Society for Radiotherapy & Oncology) Head and Neck (H&N) Working Group participated in the project and in the implementation of the consortium agreement, the ontology (data-set) and the necessary COBRA software services as well as the peer reviewing of the general anatomic site-specific COBRA protocol. The ontology was defined by a multicenter task-group. Results : Eleven centers from 6 countries signed an agreement and the consortium approved the ontology. We identified 3 tiers for the data set: Registry (epidemiology analysis), Procedures (prediction models and DSS), and Research (radiomics). The COBRA-Storage System (C-SS) is not time-consuming as, thanks to the use of “brokers”, data can be extracted directly from the single center’s storage systems through a connection with “structured query language database” (SQL-DB), Microsoft Access®, FileMaker Pro®, or Microsoft Excel®. The system is also structured to perform automatic archiving directly from the treatment planning system or afterloading machine. The architecture is based on the concept of “on-purpose data projection”. The C-SS architecture is privacy protecting because it will never make visible data that could identify an individual patient. This C-SS can also benefit from the so called “distributed learning” approaches, in which data never leave the collecting institution, while learning algorithms and proposed predictive models are commonly shared. Conclusions : Setting up a consortium is a feasible and practicable tool in the creation of an international and multi-system data sharing system. COBRA C-SS seems to be well accepted by all involved parties, primarily because it does not influence the center’s own data storing technologies, procedures, and habits. Furthermore, the method ... |
| نوع الوثيقة: | article in journal/newspaper |
| اللغة: | English |
| تدمد: | 1689-832X 2081-2841 |
| Relation: | https://www.termedia.pl/ENT-COBRA-Consortium-for-Brachytherapy-Data-Analysis-interdisciplinary-standardized-data-collection-system-for-head-and-neck-patients-treated-with-interventional-radiotherapy-brachytherapy-,54,28239,1,1.html; https://doaj.org/toc/1689-832X; https://doaj.org/toc/2081-2841; https://doaj.org/article/444e27505b1d499a84ebbaa9b7b02126 |
| DOI: | 10.5114/jcb.2016.61958 |
| الاتاحة: | https://doi.org/10.5114/jcb.2016.61958 https://doaj.org/article/444e27505b1d499a84ebbaa9b7b02126 |
| رقم الانضمام: | edsbas.182D94B4 |
| قاعدة البيانات: | BASE |
Full Text Finder | تدمد: | 1689832X 20812841 |
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| DOI: | 10.5114/jcb.2016.61958 |