Now showing items 1-3 of 3

    • Artificial intelligence in cancer research: learning at different levels of data granularity 

      Cirillo, Davide; Nuñez Carpintero, Iker; Valencia, Alfonso (Wiley, 2021)
      Article
      Open Access
      From genome-scale experimental studies to imaging data, behavioral footprints, and longitudinal healthcare records, the convergence of big data in cancer research and the advances in Artificial Intelligence (AI) is paving ...
    • The multilayer community structure of medulloblastoma 

      Nuñez Carpintero, Iker; Petrizzelli, Marianyela; Zinovyev, Andrei; Cirillo, Davide; Valencia, Alfonso (Cell Press, 2021)
      Article
      Open Access
      Multilayer networks allow interpreting the molecular basis of diseases, which is particularly challenging in rare diseases where the number of cases is small compared with the size of the associated multi-omics datasets. ...
    • The multilayer community structure of medulloblastoma 

      Nuñez Carpintero, Iker; Cirillo, Davide; Valencia, Alfonso (Barcelona Supercomputing Center, 2021-05)
      Conference report
      Open Access
      Biomedical multilayer networks offer a wide range of possibilities for the interpretation of the molecular basis of diseases; a particularly challenging task in the case of rare diseases, where the number of cases is ...