Now showing items 1-8 of 8

    • A multilayer network approach to elucidate severity in Congenital Myasthenic Syndromes 

      Núñez-Carpintero, Iker; Cirillo, Davide; Valencia, Alfonso (Barcelona Supercomputing Center, 2019-05-07)
      Conference report
      Open Access
    • 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 ...
    • Artificial Intelligence–Aided Precision Medicine for COVID-19: Strategic Areas of Research and Development 

      Santus, Enrico; Marino, Nicola; Cirillo, Davide; Chersoni, Emmanuele; Montagud, Arnau; Santuccione Chadha, Antonella; Valencia, Alfonso; Hughes, Kevin; Lindvall, Charlotta (JMIR Publications, 2021-03)
      Article
      Open Access
      Artificial intelligence (AI) technologies can play a key role in preventing, detecting, and monitoring epidemics. In this paper, we provide an overview of the recently published literature on the COVID-19 pandemic in four ...
    • Deep and cognitive learning applied to Precision Medicine: the initial experiments linking (epi)genome to phenotypes-disease characteristics 

      Cirillo, Davide; Valencia, Alfonso (Barcelona Supercomputing Center, 2017-05-04)
      Conference report
      Open Access
      Present-day era of Big Data provides the unique opportunity to develop innovative approaches for data analysis to find new insights into specialized fields of biomedical research such as Precision Medicine [1]. Precision ...
    • Sex and gender differences and biases in artificial intelligence for biomedicine and healthcare 

      Cirillo, Davide; Catuara Solarz, Silvina; Morey, Czuee; Guney, Emre; Subirats, Laia; Mellino, Simona; Gigante, Annalisa; Valencia, Alfonso; Rementeria, María José; Santuccione Chadha, Antonella; Mavridis, Nikolaos (Springer Nature, 2020)
      Article
      Open Access
      Precision Medicine implies a deep understanding of inter-individual differences in health and disease that are due to genetic and environmental factors. To acquire such understanding there is a need for the implementation ...
    • Simulating SARS-CoV-2 epidemics by region-specific variables and modeling contact tracing app containment 

      Ferrari, Alberto; Santus, Enrico; Cirillo, Davide; Ponce De Leon, Miguel; Marino, Nicola; Ferreti, Maria Teresa; Santuccione Chadha, Antonella; Mavridis, Nikolaos; Valencia, Alfonso (Springer Nature, 2021)
      Article
      Open Access
      Targeted contact-tracing through mobile phone apps has been proposed as an instrument to help contain the spread of COVID-19 and manage the lifting of nation-wide lock-downs currently in place in USA and Europe. However, ...
    • 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 ...