Enviaments recents

  • Effectiveness of influenza vaccination and early antiviral treatment in reducing pneumonia risk in severe influenza cases 

    Godoy Garcia, Pere; Soldevila, Nuria; Martínez Mateo, Ana; Godoy García, Sofia; Jané Checa, Mireia; Torner, Núria; Acosta Argueta, Lesly María; Rius Gibert, Cristina; Domínguez García, Ángela (2024-02-07)
    Article
    Accés obert
    Introduction: Influenza vaccination may be effective in preventing influenza infection and may reduce the risk of influenza-associated pneumonia. The study aim was to evaluate the effect of influenza vaccination in preventing ...
  • Llibre blanc sobre la intel·ligència artificial aplicada a la ciberseguretat 

    Reyes de los Mozos, Mario; Pozo, Abel; Calvo Ibáñez, Albert; Ortiz Rabella, Nil; Careglio, Davide; Hernando Pericás, Francisco Javier; Gibert, Karina (Centre of Innovation for Data Tech and Artificial Intelligence (CIDAI), 2023)
    Llibre
    Accés obert
    Els darrers anys els avanços a la ciència de la Intel·ligència Artificial han estat remarcables, tenint gran impacte en diferents sectors industrials i socials. Existeixen en la actualitat una gran quantitat d’exemples que ...
  • Comments on: shape-based functional data analysis 

    Delicado Useros, Pedro Francisco (Springer, 2023-12-11)
    Article
    Accés obert
    The paper under discussion proposes a non-standard way to approach functional data analysis based on the concept of shape-of-a-function. I congratulate the authors for such a stimulating piece of work. Among the most ...
  • Survival analysis with censored data: a further twist on ignorability conditions 

    Oller Piqué, Ramón; Gómez Melis, Guadalupe (Taylor & Francis Group, 2024-02-04)
    Article
    Accés obert
    A key assumption for the application of methods concerning censored data is that the random nature of the censoring mechanism should be ignorable when making likelihood-based inferences. The constant-sum property is an ...
  • Burnout in residents during the first wave of the COVID-19 pandemic: a systematic review and meta-analysis 

    Navinés, Ricard; Olivé, Victòria; Hidalgo Mazzei, Diego; Langohr, Klaus; Vieta, E.; Martín-Santos, Rocío (Frontiers Media SA, 2024-01-24)
    Article
    Accés obert
    The high prevalence of burnout in resident physicians is expected to have increased as a result of the expansion of the pandemic. We conducted a systematic review with a meta-analysis of studies conducted during the first ...
  • Identifying and classifying aberrant response patterns through functional data analysis 

    Doval, Eduardo; Delicado Useros, Pedro Francisco (2020-12-01)
    Article
    Accés obert
    We propose new methods for identifying and classifying aberrant response patterns (ARPs) by means of functional data analysis. These methods take the person response function (PRF) of an individual and compare it with the ...
  • Mixture-based clustering with covariates for ordinal responses 

    Preedalikit, Kemmawadee; Fernández Martínez, Daniel; Liu, Ivy; McMillan, Louise; Nai Ruscone, Marta; Costilla, Roy (2023)
    Text en actes de congrés
    Accés restringit per política de l'editorial
    Existing methods can perform likelihood-based clustering on a multivariate data matrix of ordinal responses, using finite mixtures to cluster the rows and columns of the matrix. Those models can incorporate the main effects ...
  • Kansei for the digital era 

    Schütte, Simon; Lokman, Anitawati Mohd; Marco Almagro, Lluís; Ishihara, Shigekazu; Yanagisawa, Hideyoshi; Yamanaka, Toshimasa; Valverde, Nuno; Coleman, Shirley (2023-11-28)
    Article
    Accés obert
    For over 40 years, Kansei-based research and development have been conducted in Japan and other East Asian countries and these decades of research have influenced Kansei interpretation. New methods and applications, including ...
  • Gut microbiome signatures linked to HIV-1 reservoir size and viremia control 

    Borgognone, Alessandra; Noguera Julian, Marc; Oriol, Bruna; Noël Romas, Laura; Ruiz Riol, Marta; Guillen, Yolanda; Parera, Mariona; Casadellà, Maria; Duran, Clara; Puertas Castro, Maria C.; Català Moll, Francesc; De Leon, Marlon; Knodel, Samantha; Pérez Álvarez, Nuria (2022-04-11)
    Article
    Accés obert
    Background The potential role of the gut microbiome as a predictor of immune-mediated HIV-1 control in the absence of antiretroviral therapy (ART) is still unknown. In the BCN02 clinical trial, which combined the MVA.HIVconsv ...
  • Heterogeneity of treatment response to beta-blockers in the treatment of portal hypertension: a systematic review 

    Alsaeid, Mohammad; Sung, Shuen; Bai, Wayne; Tam, Matthew; Wong, Yu Jun; Cortés Martínez, Jordi; Cobo Valeri, Erik; González Alastrué, José Antonio; González Abraldes, Juan (2024-02)
    Article
    Accés obert
    Background: It has been suggested that a relevant proportion of patients do not respond to nonselective beta-blockers (NSBB)s, which raises questions regarding the need for individualized therapy. The existence of potential ...
  • One-dimensional mixture-based clustering for ordinal responses 

    Preedalikit, Kemmawadee; Fernández Martínez, Daniel; Liu, Ivy; McMillan, Louise; Nai Ruscone, Marta; Costilla, Roy (2023)
    Text en actes de congrés
    Accés restringit per política de l'editorial
    Existing methods can perform likelihood-based clustering on a multivariate data matrix of ordinal responses, using finite mixtures to cluster the rows and columns of the matrix. Those models can incorporate the main effects ...
  • An efficient greedy heuristic for the real-time train platforming problem 

    García Ródenas, Ricardo; López García, Maria Luz; Cadarso Morga, Luis; Codina Sancho, Esteve (Elsevier, 2024-04-01)
    Article
    Accés obert
    This paper focuses on a special class of real-time railway traffic management problem: efficiently reallocating trains to platforms at stations in case of slight schedule changes or major disruptions. The need for a real-time ...

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