Exploració per autor "Serra, Isabel"
Ara es mostren els items 1-7 de 7
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Article community risk factors in the COVID-19 incidence and mortality in Catalonia (Spain). A population-based study
Zaldo-Aubanell, Quim; Campillo López, Ferran; Bach, Albert; Serra, Isabel; Olivet-Vila, Joan; Saez, Marc; Pino González, David; Maneja, Roser (2021-04-04)
Article
Accés obertThe heterogenous distribution of both COVID-19 incidence and mortality in Catalonia (Spain) during the firsts moths of the pandemic suggests that differences in baseline risk factors across regions might play a relevant ... -
Multidisciplinary Mathematical Modelling: Applications of Mathematics to the Real World
Font Martínez, Francesc; Myers, Timothy G.; Hennessy, Matthew G.; Fanelli, Claudia; Sardanyes Cayuela, Josep; Alarcón, Tomás; Corral, Alvaro; Vives, Eduard; Serra, Isabel; Gonzalez, Alvaro; Navas-Portella, Victor; Penella, Celia (Springer, 2021-04-14)
Llibre
Accés restringit per política de l'editorial -
On Neural Networks Redundancy and Diversity for Their Use in Safety-Critical Systems
Brando, Axel; Serra, Isabel; Mezzetti, Enrico; Cazorla Almeida, Francisco Javier; Perez Cerrolaza, Jon; Abella Ferrer, Jaume (Institute of Electrical and Electronics Engineers (IEEE), 2023-05)
Article
Accés obertAn increasing number of critical functionalities integrated in embedded critical systems rely on deep learning (DL) technology. This article summarizes certain key aspects of DL’s intrinsic stochastic and training-data-dependent ... -
SAFEXPLAIN: Safe and Explainable Critical Embedded Systems Based on AI
Abella Ferrer, Jaume; Perez, Jon; Englund, Cristofer; Zonooz, Bahram; Giordana, Gabriele; Cazorla Almeida, Francisco Javier; Mezzetti, Enrico; Serra, Isabel; Brando, Axel (Institute of Electrical and Electronics Engineers (IEEE), 2023)
Comunicació de congrés
Accés obertDeep Learning (DL) techniques are at the heart of most future advanced software functions in Critical Autonomous AI-based Systems (CAIS), where they also represent a major competitive factor. Hence, the economic success ... -
Standardizing the Probabilistic Sources of Uncertainty for the sake of Safety Deep Learning
Brando, Axel; Serra, Isabel; Mezzetti, Enrico; Cazorla Almeida, Francisco Javier; Abella Ferrer, Jaume (CEUR Workshop Proceedings, 2023)
Comunicació de congrés
Accés obertNowadays, critical functionalities are increasingly tackled by autonomous decision-making systems, which depend on Artificial Intelligence (e.g. Deep Learning) models. Still, most of these models are designed to maximize ... -
Survival of HIV - Infected Injection Drug Users (IDUs) in the highly active antiretroviral therapy era, relative to sex - and age - specific survival of HIV - uninfected IDUs
Muga, Roberto; Langohr, Klaus; Tor, Jordi; Sanvisens, Arantza; Serra, Isabel; Rey-Joly, Celestino; Muñoz, Álvaro (2007-08)
Article
Accés obertBackground. In the era of highly active antiretroviral therapy (HAART), it remains unclear whether human immunodeficiency virus (HIV)–infected injection drug users (IDUs) have durations of survival similar to those for ... -
Transcranial, noninvasive evaluation of the potential misery perfusion during hyperventilation therapy of traumatic brain injury patients
Tagliabue, Susanna; Maruccia, Federica; Fischer, Jonas; Riveiro Vilaboa, Marilyn; Rey Pérez, Anna; Expósito, Lourdes; Lindner, Claus; Báguena Martínez, Marcelino; Durduran, Turgut; Poca, Maria; Serra, Isabel; Kacprzak, Michal (2023-04-26)
Article
Accés obertHyperventilation (HV) therapy uses vasoconstriction to reduce intracranial pressure (ICP) by reducing cerebral blood volume. However, as HV also lowers cerebral blood flow (CBF), it may provoke misery perfusion (MP) where ...