Desarrollo de un sistema de búsquedas en voz basadas en ejemplos

En la actualidad existen diversas técnicas para implementar un sistema de búsqueda en voz. En este TFG se describe el desarrollo de un sistema de búsqueda en voz basadas en ejemplos usando el método QbE - STD (Query-by-Example – Spoken Detection Term). El sistema se ajusta a las condiciones de la evaluación ALBAYZIN 2016, es decir, se usan los mismos recursos (archivos) que son proporcionados para los participantes y se despliega uno de los sistemas propuestos. El sistema QbE – STD tiene como objetivo encontrar un término (consulta) en un repositorio (documento). Sin embargo, en lugar de usar palabras o fonemas en formato de texto como términos de búsqueda, el sistema emplea fragmentos de audio como términos de búsqueda. Estos fragmentos, son las consultas y han de ser pre-procesadas. La fase de pre-procesamiento se basa esencialmente en la extracción de características. Conjuntamente los documentos han de pasar por este mismo proceso. La técnica adoptada para la extracción de características debido a sus buenos resultados es la de probabilidades a posteriori de fonemas. Estas son obtenidas a través de un reconocedor fonético. Por otro lado, otra fase fundamental en el desarrollo del sistema es la implementación de un algoritmo de comparación. Se ha implementado el algoritmo S-DTW (DTW de Subsecuencias) el cual es una variante del algoritmo original de alineamiento temporal dinámico (DTW). El algoritmo decide si la consulta se encuentra en el documento o no. En caso afirmativo, nos proporciona los instantes de tiempo en los cuales comienza y termina una posible detección de la consulta dentro de la base de datos. En añadidura se devuelve la puntuación de la detección. Finalmente; se realizan una serie de pruebas y resultados para evaluar la eficacia del sistema.Nowadays, there are available several techniques for the development of a voice search system. In this Bachelor Thesis, we describe a voice search system based on examples employing the QbE – STD (Query-by-Example – Spoken Detection Term) approach. This system satisfies the ALBAYZIN 2016 evaluation conditions, in other words, the system makes use of the same resources (audio files) that were provided for the participants. Furthermore, one of the proposed systems is deployed. The aim of the QbE - STD system is to detect a term (query) in an audio database. Nevertheless, instead of using words or some phonemes in a text format as search terms, the system uses audio fragments as search terms. This audio fragments are the queries, and they must be pre-processed. The pre-processing step is essentially based on the feature extraction. Jointly, the audio database must go through this same process. The phoneme posteriorgrams is the feature extraction approach, this choice is due to its excellent results on the evaluation. These are obtained using phoneme decoders. On the other hand, it is indispensable the implementation of a searching algorithm. The chosen algorithm is the subsequence DTW, a variant of the classic DTW approach. The algorithm decides whether the query is in the audio database or not. If the query is found, it returns the boundaries (the beginning and the end) of the query in the audio database. In addition, the detection score is returned. Finally, several tests and results are performed to evaluate the system’s performance

Una mirada interdisciplinar sobre los retos actuales de la infancia en un mundo globalizado (RETIN)

El concepto de infancia ha ido evolucionando a lo largo de la historia. En el siglo XX, especialmente en sus últimos años, se ha prestado mayor atención al desenvolvimiento de los seres humanos en esta etapa de la vida, atención que se ha concretado, entre otras cuestiones, en el interés creciente hacia los derechos de la infancia. En 1989 este proceso se ve reforzado por la aprobación de la Convención de las Naciones Unidas sobre los Derechos de los niños y las niñas, que reconoce a las personas menores de 18 años de edad derechos civiles, sociales, económicos, culturales y políticos, derechos de ciudadanía en suma para el colectivo infantil, considerado previamente como puro objeto de protección. En el ámbito de las ciencias sociales se ha producido también una transformación. Desde un enfoque sociológico se considera que la infancia es un espacio temporal en la trayectoria de vida de las personas, y también el espacio social definido para el desarrollo de la vida de los niños. Se reconoce que también los niños, como grupo social, no sólo pueden actuar, sino que actúan de hecho, y se relacionan con los demás grupos sociales, modificando, construyendo y contribuyendo a los cambios que se producen en la sociedad. En este marco, el objetivo del presente proyecto es la elaboración y difusión de materiales audiovisuales pedagógicos basados en entrevistas sobre los retos actuales de la infancia en un mundo globalizado, como son: cuidados en la ciudad, infancia migrante no acompañada, desigualdades socioeconómicas, nuevas tecnologías y género

Treatment with tocilizumab or corticosteroids for COVID-19 patients with hyperinflammatory state: a multicentre cohort study (SAM-COVID-19)

Objectives: The objective of this study was to estimate the association between tocilizumab or corticosteroids and the risk of intubation or death in patients with coronavirus disease 19 (COVID-19) with a hyperinflammatory state according to clinical and laboratory parameters. Methods: A cohort study was performed in 60 Spanish hospitals including 778 patients with COVID-19 and clinical and laboratory data indicative of a hyperinflammatory state. Treatment was mainly with tocilizumab, an intermediate-high dose of corticosteroids (IHDC), a pulse dose of corticosteroids (PDC), combination therapy, or no treatment. Primary outcome was intubation or death; follow-up was 21 days. Propensity score-adjusted estimations using Cox regression (logistic regression if needed) were calculated. Propensity scores were used as confounders, matching variables and for the inverse probability of treatment weights (IPTWs). Results: In all, 88, 117, 78 and 151 patients treated with tocilizumab, IHDC, PDC, and combination therapy, respectively, were compared with 344 untreated patients. The primary endpoint occurred in 10 (11.4%), 27 (23.1%), 12 (15.4%), 40 (25.6%) and 69 (21.1%), respectively. The IPTW-based hazard ratios (odds ratio for combination therapy) for the primary endpoint were 0.32 (95%CI 0.22-0.47; p < 0.001) for tocilizumab, 0.82 (0.71-1.30; p 0.82) for IHDC, 0.61 (0.43-0.86; p 0.006) for PDC, and 1.17 (0.86-1.58; p 0.30) for combination therapy. Other applications of the propensity score provided similar results, but were not significant for PDC. Tocilizumab was also associated with lower hazard of death alone in IPTW analysis (0.07; 0.02-0.17; p < 0.001). Conclusions: Tocilizumab might be useful in COVID-19 patients with a hyperinflammatory state and should be prioritized for randomized trials in this situatio

Prevalence, associated factors and outcomes of pressure injuries in adult intensive care unit patients: the DecubICUs study

Funder: European Society of Intensive Care Medicine; doi: http://dx.doi.org/10.13039/501100013347Funder: Flemish Society for Critical Care NursesAbstract: Purpose: Intensive care unit (ICU) patients are particularly susceptible to developing pressure injuries. Epidemiologic data is however unavailable. We aimed to provide an international picture of the extent of pressure injuries and factors associated with ICU-acquired pressure injuries in adult ICU patients. Methods: International 1-day point-prevalence study; follow-up for outcome assessment until hospital discharge (maximum 12 weeks). Factors associated with ICU-acquired pressure injury and hospital mortality were assessed by generalised linear mixed-effects regression analysis. Results: Data from 13,254 patients in 1117 ICUs (90 countries) revealed 6747 pressure injuries; 3997 (59.2%) were ICU-acquired. Overall prevalence was 26.6% (95% confidence interval [CI] 25.9–27.3). ICU-acquired prevalence was 16.2% (95% CI 15.6–16.8). Sacrum (37%) and heels (19.5%) were most affected. Factors independently associated with ICU-acquired pressure injuries were older age, male sex, being underweight, emergency surgery, higher Simplified Acute Physiology Score II, Braden score 3 days, comorbidities (chronic obstructive pulmonary disease, immunodeficiency), organ support (renal replacement, mechanical ventilation on ICU admission), and being in a low or lower-middle income-economy. Gradually increasing associations with mortality were identified for increasing severity of pressure injury: stage I (odds ratio [OR] 1.5; 95% CI 1.2–1.8), stage II (OR 1.6; 95% CI 1.4–1.9), and stage III or worse (OR 2.8; 95% CI 2.3–3.3). Conclusion: Pressure injuries are common in adult ICU patients. ICU-acquired pressure injuries are associated with mainly intrinsic factors and mortality. Optimal care standards, increased awareness, appropriate resource allocation, and further research into optimal prevention are pivotal to tackle this important patient safety threat

Prevalence, associated factors and outcomes of pressure injuries in adult intensive care unit patients: the DecubICUs study

Funder: European Society of Intensive Care Medicine; doi: http://dx.doi.org/10.13039/501100013347Funder: Flemish Society for Critical Care NursesAbstract: Purpose: Intensive care unit (ICU) patients are particularly susceptible to developing pressure injuries. Epidemiologic data is however unavailable. We aimed to provide an international picture of the extent of pressure injuries and factors associated with ICU-acquired pressure injuries in adult ICU patients. Methods: International 1-day point-prevalence study; follow-up for outcome assessment until hospital discharge (maximum 12 weeks). Factors associated with ICU-acquired pressure injury and hospital mortality were assessed by generalised linear mixed-effects regression analysis. Results: Data from 13,254 patients in 1117 ICUs (90 countries) revealed 6747 pressure injuries; 3997 (59.2%) were ICU-acquired. Overall prevalence was 26.6% (95% confidence interval [CI] 25.9–27.3). ICU-acquired prevalence was 16.2% (95% CI 15.6–16.8). Sacrum (37%) and heels (19.5%) were most affected. Factors independently associated with ICU-acquired pressure injuries were older age, male sex, being underweight, emergency surgery, higher Simplified Acute Physiology Score II, Braden score 3 days, comorbidities (chronic obstructive pulmonary disease, immunodeficiency), organ support (renal replacement, mechanical ventilation on ICU admission), and being in a low or lower-middle income-economy. Gradually increasing associations with mortality were identified for increasing severity of pressure injury: stage I (odds ratio [OR] 1.5; 95% CI 1.2–1.8), stage II (OR 1.6; 95% CI 1.4–1.9), and stage III or worse (OR 2.8; 95% CI 2.3–3.3). Conclusion: Pressure injuries are common in adult ICU patients. ICU-acquired pressure injuries are associated with mainly intrinsic factors and mortality. Optimal care standards, increased awareness, appropriate resource allocation, and further research into optimal prevention are pivotal to tackle this important patient safety threat

Correction to: Prevalence, associated factors and outcomes of pressure injuries in adult intensive care unit patients: the DecubICUs study

The original version of this article unfortunately contained a mistake

Quorum sensing network in clinical strains of A. baumannii : AidA is a new quorum quenching enzyme

Acinetobacter baumannii is an important pathogen that causes nosocomial infections generally associated with high mortality and morbidity in Intensive Care Units (ICUs). Currently, little is known about the Quorum Sensing (QS)/Quorum Quenching (QQ) systems of this pathogen. We analyzed these mechanisms in seven clinical isolates of A. baumannii. Microarray analysis of one of these clinical isolates, Ab1 (A. baumannii ST-2-clon-2010), previously cultured in the presence of 3-oxo-C12-HSL (a QS signalling molecule) revealed a putative QQ enzyme (α/β hydrolase gene, AidA). This QQ enzyme was present in all nonmotile clinical isolates (67% of which were isolated from the respiratory tract) cultured in nutrient depleted LB medium. Interestingly, this gene was not located in the genome of the only motile clinical strain growing in this medium (A. baumannii strain Ab421-GEIH-2010 [Ab7], isolated from a blood sample). The AidA protein expressed in E. coli showed QQ activity. Finally, we observed downregulation of the AidA protein (QQ system attenuation) in the presence of HO (ROS stress). In conclusion, most of the A. baumannii clinical strains were not surface motile (84%) and were of respiratory origin (67%). Only the pilT gene was involved in surface motility and related to the QS system. Finally, a new QQ enzyme (α/β hydrolase gene, AidA protein) was detected in these strains

Correction to: Prevalence, associated factors and outcomes of pressure injuries in adult intensive care unit patients: the DecubICUs study (Intensive Care Medicine, (2021), 47, 2, (160-169), 10.1007/s00134-020-06234-9)

The original version of this article unfortunately contained a mistake. The members of the ESICM Trials Group Collaborators were not shown in the article but only in the ESM. The full list of collaborators is shown below. The original article has been corrected

Prevalence, associated factors and outcomes of pressure injuries in adult intensive care unit patients: the DecubICUs study

Funder: European Society of Intensive Care Medicine; doi: http://dx.doi.org/10.13039/501100013347Funder: Flemish Society for Critical Care NursesAbstract: Purpose: Intensive care unit (ICU) patients are particularly susceptible to developing pressure injuries. Epidemiologic data is however unavailable. We aimed to provide an international picture of the extent of pressure injuries and factors associated with ICU-acquired pressure injuries in adult ICU patients. Methods: International 1-day point-prevalence study; follow-up for outcome assessment until hospital discharge (maximum 12 weeks). Factors associated with ICU-acquired pressure injury and hospital mortality were assessed by generalised linear mixed-effects regression analysis. Results: Data from 13,254 patients in 1117 ICUs (90 countries) revealed 6747 pressure injuries; 3997 (59.2%) were ICU-acquired. Overall prevalence was 26.6% (95% confidence interval [CI] 25.9–27.3). ICU-acquired prevalence was 16.2% (95% CI 15.6–16.8). Sacrum (37%) and heels (19.5%) were most affected. Factors independently associated with ICU-acquired pressure injuries were older age, male sex, being underweight, emergency surgery, higher Simplified Acute Physiology Score II, Braden score 3 days, comorbidities (chronic obstructive pulmonary disease, immunodeficiency), organ support (renal replacement, mechanical ventilation on ICU admission), and being in a low or lower-middle income-economy. Gradually increasing associations with mortality were identified for increasing severity of pressure injury: stage I (odds ratio [OR] 1.5; 95% CI 1.2–1.8), stage II (OR 1.6; 95% CI 1.4–1.9), and stage III or worse (OR 2.8; 95% CI 2.3–3.3). Conclusion: Pressure injuries are common in adult ICU patients. ICU-acquired pressure injuries are associated with mainly intrinsic factors and mortality. Optimal care standards, increased awareness, appropriate resource allocation, and further research into optimal prevention are pivotal to tackle this important patient safety threat