A new standardized data collection system for interdisciplinary thyroid cancer management: Thyroid COBRA

L. Tagliaferri, C. Gobitti, G.F. Colloca, L. Boldrini, E. Farina, C. Furlan, F. Paiar, F. Vianello, M. Basso, L. Cerizza, F. Monari, G. Simontacchi, M.A. Gambacorta, J. Lenkowicz, N. Dinapoli, V. Lanzotti, R. Mazzarotto, E. Russi, M. Mangoni

Research output: Contribution to journalArticle

Abstract

The big data approach offers a powerful alternative to Evidence-based medicine. This approach could guide cancer management thanks to machine learning application to large-scale data. Aim of the Thyroid CoBRA (Consortium for Brachytherapy Data Analysis) project is to develop a standardized web data collection system, focused on thyroid cancer. The Metabolic Radiotherapy Working Group of Italian Association of Radiation Oncology (AIRO) endorsed the implementation of a consortium directed to thyroid cancer management and data collection. The agreement conditions, the ontology of the collected data and the related software services were defined by a multicentre ad hoc working-group (WG). Six Italian cancer centres were firstly started the project, defined and signed the Thyroid COBRA consortium agreement. Three data set tiers were identified: Registry, Procedures and Research. The COBRA-Storage System (C-SS) appeared to be not time-consuming and to be privacy respecting, as data can be extracted directly from the single centre's storage platforms through a secured connection that ensures reliable encryption of sensible data. Automatic data archiving could be directly performed from Image Hospital Storage System or the Radiotherapy Treatment Planning Systems. The C-SS architecture will allow “Cloud storage way” or “distributed learning” approaches for predictive model definition and further clinical decision support tools development. The development of the Thyroid COBRA data Storage System C-SS through a multicentre consortium approach appeared to be a feasible tool in the setup of complex and privacy saving data sharing system oriented to the management of thyroid cancer and in the near future every cancer type. © 2018 European Federation of Internal Medicine
Original languageEnglish
Pages (from-to)73-78
Number of pages6
JournalEuropean Journal of Internal Medicine
Volume53
DOIs
Publication statusPublished - 2018

Keywords

  • Article
  • brachytherapy
  • cancer radiotherapy
  • cloud computing
  • Consortium for Brachytherapy Data Analysis
  • data analysis
  • data collection method
  • decision support system
  • human
  • interdisciplinary research
  • Italian (citizen)
  • machine learning
  • medical society
  • methodology
  • personalized medicine
  • privacy
  • radiation oncology
  • regression analysis
  • software
  • thyroid cancer
  • disease management
  • factual database
  • information processing
  • Italy
  • organization and management
  • patient care
  • procedures
  • standards
  • thyroid tumor, Data Collection
  • Databases, Factual
  • Disease Management
  • Humans
  • Patient Care Team
  • Precision Medicine
  • Thyroid Neoplasms

Fingerprint Dive into the research topics of 'A new standardized data collection system for interdisciplinary thyroid cancer management: Thyroid COBRA'. Together they form a unique fingerprint.

  • Cite this

    Tagliaferri, L., Gobitti, C., Colloca, G. F., Boldrini, L., Farina, E., Furlan, C., Paiar, F., Vianello, F., Basso, M., Cerizza, L., Monari, F., Simontacchi, G., Gambacorta, M. A., Lenkowicz, J., Dinapoli, N., Lanzotti, V., Mazzarotto, R., Russi, E., & Mangoni, M. (2018). A new standardized data collection system for interdisciplinary thyroid cancer management: Thyroid COBRA. European Journal of Internal Medicine, 53, 73-78. https://doi.org/10.1016/j.ejim.2018.02.012