ENT COBRA (Consortium for Brachytherapy Data Analysis): Interdisciplinary standardized data collection system for head and neck patients treated with interventional radiotherapy (brachytherapy)

Vincenzo Valentini, Luca Tagliaferri, Rosa Autorino, Nicola Dinapoli, Andrea Damiani, György Kovács, Ashwini Budrukkar, Jose Luis Guinot, Guido Hildebrand, Bengt Johansson, Rafael Martnez Monge, Jens E. Meyer, Peter Niehoff, Angeles Rovirosa, Zoltàn Takàcsi-Nagy, Tamer Soror

Risultato della ricerca: Contributo in rivistaArticolo in rivista

35 Citazioni (Scopus)

Abstract

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 preserves the privacy of all patients.
Lingua originaleEnglish
pagine (da-a)336-343
Numero di pagine8
RivistaJournal of Contemporary Brachytherapy
Volume8
DOI
Stato di pubblicazionePubblicato - 2016

Keywords

  • Consortium
  • Data Collection
  • ENT-COBRA
  • Head and neck cancer.
  • Oncology
  • Radiology, Nuclear Medicine and Imaging

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