Now showing items 1-17 of 17

    • Analysis and prediction of COVID-19 for EU-EFTA-UK and other countries 

      Català Sabaté, Martí; Cardona Iglesias, Pere Joan; Pérez Arnal, Raquel Leandra; Garcia Gasulla, Dario; Álvarez Napagao, Sergio; Prats Soler, Clara; Alonso Muñoz, Sergio; Álvarez Lacalle, Enrique; Marchena Angos, Miquel; Conesa Ortega, David; López Codina, Daniel (2020-05-20)
      Research report
      Open Access
      The present report aims to provide a comprehensive picture of the pandemic situation of COVID-19 in the EU countries, and to be able to foresee the situation in the next coming days. We employ an empirical model, verified ...
    • Analysis and prediction of COVID-19 for EU-EFTA-UK and other countries 

      Català Sabaté, Martí; Cardona Iglesias, Pere Joan; Pérez Arnal, Raquel Leandra; Garcia Gasulla, Dario; Álvarez Napagao, Sergio; Prats Soler, Clara; Alonso Muñoz, Sergio; Álvarez Lacalle, Enrique; Marchena Angos, Miquel; Conesa Ortega, David; López Codina, Daniel (2020-05-04)
      Research report
      Open Access
      The present report aims to provide a comprehensive picture of the pandemic situation of COVID-19 in the EU countries, and to be able to foresee the situation in the next coming days. We employ an empirical model, verified ...
    • Analysis and prediction of COVID-19 for EU-EFTA-UK and other countries 

      Català Sabaté, Martí; Cardona Iglesias, Pere Joan; Pérez Arnal, Raquel Leandra; Garcia Gasulla, Dario; Álvarez Napagao, Sergio; Prats Soler, Clara; Alonso Muñoz, Sergio; Álvarez Lacalle, Enrique; Marchena Angos, Miquel; Conesa Ortega, David; López Codina, Daniel (2020-05-21)
      Research report
      Open Access
      The present report aims to provide a comprehensive picture of the pandemic situation of COVID-19 in the EU countries, and to be able to foresee the situation in the next coming days. We employ an empirical model, verified ...
    • Analysis and prediction of COVID-19 for EU-EFTA-UK and other countries 

      Català Sabaté, Martí; Cardona Iglesias, Pere Joan; Pérez Arnal, Raquel Leandra; Garcia Gasulla, Dario; Álvarez Napagao, Sergio; Prats Soler, Clara; Alonso Muñoz, Sergio; Álvarez Lacalle, Enrique; Marchena Angos, Miquel; Conesa Ortega, David; López Codina, Daniel (2020-06-17)
      Research report
      Open Access
      The present report aims to provide a comprehensive picture of the pandemic situation of COVID-19 in the EU countries, and to be able to foresee the situation in the next coming days. We employ an empirical model, verified ...
    • Analysis and prediction of COVID-19 for EU-EFTA-UK and other countries 

      Català Sabaté, Martí; Cardona Iglesias, Pere Joan; Pérez Arnal, Raquel Leandra; Garcia Gasulla, Dario; Álvarez Napagao, Sergio; Prats Soler, Clara; Alonso Muñoz, Sergio; Álvarez Lacalle, Enrique; Marchena Angos, Miquel; Conesa Ortega, David; López Codina, Daniel (2020-06-12)
      Research report
      Open Access
      The present report aims to provide a comprehensive picture of the pandemic situation of COVID-19 in the EU countries, and to be able to foresee the situation in the next coming days. We employ an empirical model, verified ...
    • Analysis and prediction of COVID-19 for EU-EFTA-UK and other countries 

      Català Sabaté, Martí; Cardona Iglesias, Pere Joan; Pérez Arnal, Raquel Leandra; Garcia Gasulla, Dario; Álvarez Napagao, Sergio; Prats Soler, Clara; Alonso Muñoz, Sergio; Álvarez Lacalle, Enrique; Marchena Angos, Miquel; Conesa Ortega, David; López Codina, Daniel (2020-05-19)
      Research report
      Open Access
      The present report aims to provide a comprehensive picture of the pandemic situation of COVID‐19 in the EU countries, and to be able to foresee the situation in the next coming days. We employ an empirical model, verified ...
    • Collection, processing and analysis of heterogeneous data coming from Spanish hospitals in the context of COVID-19 

      Barroso Isidoro, Marta; Tormos, Adrián; Pérez Arnal, Raquel Leandra; Álvarez Napagao, Sergio; García Gasulla, Dario (IOS Press, 2021)
      Conference report
      Open Access
      The COVID-19 pandemic has already caused more than 150,000,000 cases worldwide. In Spain this has lead to a massive and simultaneous saturation of all sanitary regions. Coherently, the quick and consistent understanding ...
    • Comparative analysis of geolocation information through mobile-devices under different COVID-19 mobility restriction patterns in Spain 

      Pérez Arnal, Raquel Leandra; Conesa Ortega, David; Álvarez Napagao, Sergio; Suzumura, Toyotaro; Català Sabaté, Martí; Álvarez Lacalle, Enrique; Garcia Gasulla, Dario (Multidisciplinary Digital Publishing Institute (MDPI), 2021-02-13)
      Article
      Open Access
      The COVID-19 pandemic is changing the world in unprecedented and unpredictable ways. Human mobility, being the greatest facilitator for the spread of the virus, is at the epicenter of this change. In order to study mobility ...
    • Higher frequency of comorbidities in fully vaccinated patients admitted to the ICU due to severe COVID-19: a prospective, multicentre, observational study 

      Motos, Anna; López Gavín, Alexandre; Riera, Jordi; Ceccato, Adrián; Fernández Barat, Laia; Pérez Arnal, Raquel Leandra; Garcia Gasulla, Dario (European Respiratory Society, 2022-02)
      Article
      Open Access
      Severe COVID-19 disease requiring ICU admission is possible in the fully vaccinated population, especially in those with immunocompromised status and other comorbidities. Interventions to improve vaccine response might be ...
    • ICU-acquired pneumonia is associated with poor health post-COVID-19 syndrome 

      Martin Loeches, Ignacio; Motos Galera, Ana; Menéndez Villanueva, Rosario; Gabarrús, Albert; González Gutiérrez, Jessica; Fernández Barat, Laia; Ceccato, Adrián; Pérez Arnal, Raquel Leandra; Garcia Gasulla, Dario (Multidisciplinary Digital Publishing Institute (MDPI), 2021-12-31)
      Article
      Open Access
      Some patients previously presenting with COVID-19 have been reported to develop persistent COVID-19 symptoms. While this information has been adequately recognised and extensively published with respect to non-critically ...
    • Large scale prediction of sick leave duration with nonlinear survival analysis algorithms 

      Béjar Alonso, Javier; Pérez Arnal, Raquel Leandra; Vilalta, Armand; Álvarez Napagao, Sergio; García Gasulla, Dario (2022-07-15)
      Article
      Restricted access - publisher's policy
      The management of sick leaves is a critical task that public and private health systems carry out. This enables the good care of sick workers and guarantees a safe return to their jobs. Most health systems enforce regulations ...
    • Random Forest as a tumour genetic marker extractor 

      Pérez Arnal, Raquel Leandra (Universitat Politécnica de Catalunya, 2019-10)
      Master thesis
      Open Access
      Covenantee:   Universitat de Barcelona. Facultat de Matemàtiques i Informàtica / Universitat Rovira i Virgili. Escola Tècnica Superior d'Enginyeria
      Identifying tumour genetic markers is an essential task for biomedicine. In this thesis, we analyse a dataset of chromosomal rearrangements of cancer samples and present a methodology for extracting genetic markers from ...
    • Random forest as a tumour genetic marker extractor 

      Pérez Arnal, Raquel Leandra; Garcia Gasulla, Dario; Torrents Rodas, David; Pares, Ferran; Cortés García, Claudio Ulises; Labarta Mancho, Jesús José; Ayguadé Parra, Eduard (IOS Press, 2019)
      Conference report
      Open Access
      Finding tumour genetic markers is essential to biomedicine due to their relevance for cancer detection and therapy development. In this paper, we explore a recently released dataset of chromosome rearrangements in 2,586 ...
    • The ethical use of high-performance computing and artificial intelligence: fighting COVID-19 at Barcelona Supercomputing Center 

      Cortés García, Claudio Ulises; Cortés Martínez, Atia; García Gasulla, Dario; Pérez Arnal, Raquel Leandra; Álvarez Napagao, Sergio; Álvarez Lacalle, Enrique (Springer Science and Business Media LLC, 2022-05)
      Article
      Open Access
      The COVID-19 pandemic has created an extraordinary medical, economic and humanitarian emergency. Artificial intelligence, in combination with other digital technologies, is being used as a tool to support the fight against ...
    • The evolution of the ventilatory ratio is a prognostic factor in mechanically ventilated COVID-19 ARDS patients 

      Torres Martí, Antoni; Motos Galera, Anna; Riera del Brío, Jordi; Fernández Barat, Laia; Ceccato, Adrián; Pérez Arnal, Raquel Leandra; Garcia Gasulla, Dario; Peñuelas Rodríguez, Oscar; Lorente, José Ángel; de Gonzalo Calvo, David (BMC, 2021)
      Article
      Open Access
      Background Mortality due to COVID-19 is high, especially in patients requiring mechanical ventilation. The purpose of the study is to investigate associations between mortality and variables measured during the first three ...
    • The impact of COVID-19 on flight networks 

      Suzumura, Toyotaro; Kanezashi, Hiroki; Dholakia, Mishal; Ishii, Euma; Álvarez Napagao, Sergio; Pérez Arnal, Raquel Leandra; García Gasulla, Dario (Institute of Electrical and Electronics Engineers (IEEE), 2020)
      Conference report
      Open Access
      As COVID-19 transmissions spread worldwide, governments have announced and enforced travel restrictions to prevent further infections. Such restrictions have a direct effect on the volume of international flights among ...
    • Wordnet y Deep Learning: Una posible unión 

      Pérez Arnal, Raquel Leandra (Universitat Politècnica de Catalunya, 2018-01)
      Bachelor thesis
      Open Access
      Uno de los campos de estudio en alza del momento es el de Machine Learning, una rama de la inteligencia artificial que da a ciertos programas la habilidad de aprender autónoma-mente a partir de datos. Al no programar de ...