Dynamic ventilation certificate for smart universities using artificial intelligence techniques.

The issue of room ventilation has recently gained momentum due to the COVID-19 pandemic. Ventilation is in fact of particular relevance in educational environments. Smart University platforms, today widespread, are a good starting point to offer control services of different relevant indicators in universities. This study advances a Ventilation Quality Certificate (VQC) for Smart Universities. The certificate informs the university community of the ventilation status of its buildings and premises. It also supports senior management's decision-making, because it allows assessing preventive measures and actions taken. The VQC algorithm models the adequacy of classroom ventilation according to the number of persons present. The input used is the organisation's existing data relating to CO2 concentration and number of room occupants. AI techniques, specifically Artificial Neural Networks (ANN), were employed to determine the relationship between the different data sources included. A prototype of value-added services was developed for the Smart University platform of the University of Alicante, which allowed to implement the resulting models, together with the VQC. The prototype is currently being replicated in other universities. The case study allowed us to validate the VQC, demonstrating both its usefulness and the advantage of using pre-existing university services and resources.

Chronic cough in post-COVID syndrome: Laryngeal electromyography findings in vagus nerve neuropathy.

BACKGROUND: Despite being a new entity, there is a large amount of information on the characteristics of SARS-CoV-2 infection and the symptoms of the acute phase; however, there are still many unknowns about the clinical features and pathophysiology of post-COVID syndrome. Refractory chronic cough is one of the most prevalent symptoms and carries both a medical problem and a social stigma. Many recent studies have highlighted the role of SARS-CoV-2 neurotropism, but no studies have demonstrated vagus nerve neuropathy as a cause of persistent chronic cough or other COVID-19 long-term effects. OBJECTIVE: The main objective was to assess the involvement of the vagus nerve neuropathy as a cause of chronic cough and other post-COVID syndrome symptoms. MATERIAL AND METHODS: This was a single-center observational study with prospective clinical data collected from 38 patients with chronic cough and post-COVID-19 syndrome. Clinical characteristics and laryngeal electromyographic findings were analyzed. RESULTS: Clinical data from 38 patients with chronic cough after 12 weeks of the acute phase of COVID-19 infection were analyzed. Of these patients, 81.6% suffered from other post-COVID conditions and, 73.6% reported fluctuating evolution of symptoms. Laryngeal electromyography (LEMG) of the thyroarytenoid (TA) muscles and cricothyroid (CT) muscles was pathological in 76.3% of the patients. Of the patients with abnormal LEMG, chronic denervation was the most frequent finding (82.8%), 10.3% presented acute denervation signs, and 6.9% presented myopathic pattern in LEMG. CONCLUSIONS: LEMG studies suggest the existence of postviral vagus nerve neuropathy after SARS-CoV-2 infection that could explain chronic cough in post-COVID syndrome.

Teacher Training, Research and Professional Development in a Neoliberal School: A Transformative Experience in Social Sciences

In recent decades, discourse on quality, school effectiveness, autonomy, and accountability, among other topics, has been used to try to transform schools. This paper explores this situation from the teaching perspective of one of its authors. Using autoethnography as a research and formative strategy, a mixed category system is constructed by combining a central category (“Neoliberal school”) theoretically and deductively with three other subcategories of an emergent and inductive nature according to the parameters of grounded theory. The results reflect different perceptions of neoliberal educational discourse that depend on the discursive field in question (policy framework, school, department, or classroom). The conclusions underline the potential of autoethnography for understanding the current school reality and teacher professional development.

Ethnicity and Clinical Outcomes in Patients Hospitalized for COVID-19 in Spain: Results from the Multicenter SEMI-COVID-19 Registry.

(1) Background: This work aims to analyze clinical outcomes according to ethnic groups in patients hospitalized for COVID-19 in Spain. (2) Methods: This nationwide, retrospective, multicenter, observational study analyzed hospitalized patients with confirmed COVID-19 in 150 Spanish hospitals (SEMI-COVID-19 Registry) from 1 March 2020 to 31 December 2021. Clinical outcomes were assessed according to ethnicity (Latin Americans, Sub-Saharan Africans, Asians, North Africans, Europeans). The outcomes were in-hospital mortality (IHM), intensive care unit (ICU) admission, and the use of invasive mechanical ventilation (IMV). Associations between ethnic groups and clinical outcomes adjusted for patient characteristics and baseline Charlson Comorbidity Index values and wave were evaluated using logistic regression. (3) Results: Of 23,953 patients (median age 69.5 years, 42.9% women), 7.0% were Latin American, 1.2% were North African, 0.5% were Asian, 0.5% were Sub-Saharan African, and 89.7% were European. Ethnic minority patients were significantly younger than European patients (median (IQR) age 49.1 (40.5-58.9) to 57.1 (44.1-67.1) vs. 71.5 (59.5-81.4) years, p < 0.001). The unadjusted IHM was higher in European (21.6%) versus North African (11.4%), Asian (10.9%), Latin American (7.1%), and Sub-Saharan African (3.2%) patients. After further adjustment, the IHM was lower in Sub-Saharan African (OR 0.28 (0.10-0.79), p = 0.017) versus European patients, while ICU admission rates were higher in Latin American and North African versus European patients (OR (95%CI) 1.37 (1.17-1.60), p < 0.001) and (OR (95%CI) 1.74 (1.26-2.41), p < 0.001). Moreover, Latin American patients were 39% more likely than European patients to use IMV (OR (95%CI) 1.43 (1.21-1.71), p < 0.001). (4) Conclusion: The adjusted IHM was similar in all groups except for Sub-Saharan Africans, who had lower IHM. Latin American patients were admitted to the ICU and required IMV more often.

Analytical Evaluation of Visby Medical RT-PCR Portable Device for Rapid Detection of SARS-CoV-2.

Extended community testing constitutes one of the main strategic pillars in controlling the COVID-19 pandemic. Reverse transcription PCR (RT-PCR) targeting the SARS-CoV-2 genome on nasopharyngeal swab samples is currently the reference test. While displaying excellent analytical sensitivity and specificity, this test is costly, often requires a substantial turnaround time, and, more importantly, is subject to reagent and other material shortages. To complement this technology, rapid antigen tests have been developed and made available worldwide, allowing cheap, quick, and decentralized SARS-CoV-2 testing. The main drawback of these tests is the reduced sensitivity when RT-PCR is the gold standard. In this study, we evaluate Visby an innovative, portable, easy-to-use RT-PCR point-of-care (POC) diagnostic device. Our retrospective analysis shows that overall, compared to the Cobas 6800 RT-qPCR assay (Roche), this RT-PCR POC technology detects SARS-CoV-2 RNA with 95% sensitivity (95%CI = 86.3-99%) and 100% specificity (95% CI = 80.5-100%). For samples with cycle-threshold values below 31, we observed 100% sensitivity (95% CI = 66.4-100%). While showing an analytical sensitivity slightly below that of a standard RT-qPCR system, the evaluated Visby RT-PCR POC device may prove to be an interesting diagnostic alternative in the COVID-19 pandemic, potentially combining the practical advantages of rapid antigen tests and the robust analytical performances of nucleic acid detection systems.

Management of the ENT consultation during the COVID-19 pandemic alert. Are ENT telephone consultations useful?

Resumen Objetivo Describir cómo se gestionaron las consultas de los Servicios de ORLCCC de los Hospitales HMM y HVC durante el periodo de estado de alarma debido al COVID-19 y analizar los resultados obtenidos para valorar la utilidad de la consulta telefónica en nuestra especialidad. Material y métodos Desde el día 16 de marzo en los Servicios de ORLCCC de los Hospitales HMM y HVC comenzamos a realizar la consulta de forma telefónica. Debido a la disparidad de actuación de los diferentes miembros de los Servicios se decidió realizar un protocolo para la gestión de dichas consultas que se comenzó a aplicar el 23 de marzo. Resultados Durante el periodo de estudio en las consultas de ambos Servicios se atendieron 1054 pacientes, de los cuales 663 (62,9%) fueron primeras visitas y 391 (37,10%) fueron visitas sucesivas. El 21,73% (229) de las consultas se pudieron resolver de forma telefónica, el 10,82% (114) precisaron atención de forma presencial, al 57,40% (605) se les indicó revisión a demanda según la evolución de su patología y el 10,05% (106) de los pacientes no se pudieron localizar de forma telefónica. Discusión La situación de estado de alarma ocasionada por el COVID-19 ha supuesto un condicionante en el desempeño de nuestra labor asistencial. En los Servicios ORLCCC de los Hospitales HMM y HVC decidimos realizar la consulta de forma telefónica como alternativa a la consulta tradicional. Durante este periodo hemos observado que hasta un 21,73% de las consultas se pudieron solventar de forma telefónica. Conclusión La consulta telefónica parece una herramienta muy útil para atender a nuestros pacientes evitando el riesgo de contagio por COVID-19 durante el estado de alarma. Además, según los datos analizados y los diferentes estudios, parece una buena alternativa a la consulta tradicional en pacientes seleccionados. Objective To describe how the ENT and Head and Neck departments of the HMM and HVC hospitals were managed during the COVID-19 state of alert and to analyse the results obtained to assess the usefulness of telephone consultations in our specialty. Material and methods From March 16, the ENT and Head and Neck departments of the HMM and HVC Hospitals began telephone consultations. Due to the disparity in the actions of the different department members, the decision was made to create a protocol to manage these consultations which started to be implemented March 23. Results During the study period, 1054 patients were attended in the consultations of both departments;663 (62.9%) were first visits and 391 (37.10%) were successive visits. Twenty-one percent (229) of the consultations could be resolved by telephone, 10.82% (114) required face-to-face care, 57.40% (605) were indicated for an on-demand check-up depending on their disease course, and 10.05% (106) of the patients could not be reached by telephone. Discussion The state of alarm caused by COVID-19 has been a determining factor in how we undertake our care work. In the ENT and Head and Neck departments of the HMM and HVC Hospitals we decided to carry out consultations by telephone as an alternative to the traditional consultation. During this period, we have observed that up to 21.73% of the consultations could be dealt with by telephone. Conclusion The telephone consultation seems to be a very useful tool to attend our patients avoiding the risk of COVID-19 infection during the state of alarm. Furthermore, according to the data analysed and the different studies, it seems a good alternative to the traditional consultation in selected patients.

Outcomes of COVID-19 Among Hospitalized Patients With Non-dialysis CKD.

Background: Coronavirus disease 2019 (COVID-19), caused by Severe Acute Respiratory Syndrome-Corona Virus 2 has generated significant impact on global health worldwide. COVID-19 can cause pneumonia and organ injury. Chronic kidney disease (CKD) has been associated with increased mortality in previous epidemics, but there is a paucity of data regarding actual risks for non-dialysis CKD patients with COVID-19. Methods: Multicenter, observational cohort study including 136 non-dialysis CKD patients and 136 age- and sex-matched controls that required hospitalization due to COVID-19. Patients with end-stage renal disease, a kidney transplant or without registered baseline glomerular filtration rate prior to COVID-19 infection were excluded. CKD and acute kidney injury (AKI) were defined according to KDIGO criteria. Results: CKD patients had higher white blood cell count and D-dimer and lower lymphocyte percentage. No differences were found regarding symptoms on admission. CKD was associated with higher rate of AKI (61 vs. 24.3%) and mortality (40.4 vs. 24.3%). Patients with AKI had the highest hazard for death (AKI/non-CKD HR:7.04, 95% CI:2.87-17.29; AKI/CKD HR:5.25, 95% CI: 2.29-12.02), followed by CKD subjects without AKI (HR:3.39, 95% CI:1.36-8.46). CKD status did not condition ICU admission or length of in-hospital stay. Conclusions: CKD patients that require hospitalization due to COVID-19 are exposed to higher risk of death and AKI.

Management of the ENT consultation during the COVID-19 pandemic alert. Are ENT telephone consultations useful? / Gestión de la consulta de otorrinolaringología durante el estado de alarma por la pandemia del COVID-19. ¿Es útil la consulta telefónica en ORL?

OBJECTIVE: To describe how the ENT and Head and Neck departments of the HMM and HVC hospitals were managed during the COVID-19 state of alert and to analyse the results obtained to assess the usefulness of telephone consultations in our specialty. MATERIAL AND METHODS: From March 16, the ENT and Head and Neck departments of the HMM and HVC Hospitals began telephone consultations. Due to the disparity in the actions of the different department members, the decision was made to create a protocol to manage these consultations which started to be implemented March 23. RESULTS: During the study period, 1054 patients were attended in the consultations of both departments; 663 (62.9%) were first visits and 391 (37.10%) were successive visits. Twenty-one percent (229) of the consultations could be resolved by telephone, 10.82% (114) required face-to-face care, 57.40% (605) were indicated for an on-demand check-up depending on their disease course, and 10.05% (106) of the patients could not be reached by telephone. DISCUSSION: The state of alarm caused by COVID-19 has been a determining factor in how we undertake our care work. In the ENT and Head and Neck departments of the HMM and HVC Hospitals we decided to carry out consultations by telephone as an alternative to the traditional consultation. During this period, we have observed that up to 21.73% of the consultations could be dealt with by telephone. CONCLUSION: The telephone consultation seems to be a very useful tool to attend our patients avoiding the risk of COVID-19 infection during the state of alarm. Furthermore, according to the data analysed and the different studies, it seems a good alternative to the traditional consultation in selected patients.

Comparison of Growth Patterns of COVID-19 Cases through the ARIMA and Gompertz Models. Case Studies: Austria, Switzerland, and Israel.

On May 19, 2020, data confirmed that coronavirus 2019 disease (COVID-19) had spread worldwide, with more than 4.7 million infected people and more than 316,000 deaths. In this article, we carry out a comparison of the methods to calculate and forecast the growth of the pandemic using two statistical models: the autoregressive integrated moving average (ARIMA) and the Gompertz function growth model. The countries that have been chosen to verify the usefulness of these models are Austria, Switzerland, and Israel, which have a similar number of habitants. The investigation to check the accuracy of the models was carried out using data on confirmed, non-asymptomatic cases and confirmed deaths from the period February 21-May 19, 2020. We use the root mean squared error (RMSE), the mean absolute percentage error (MAPE), and the regression coefficient index R2 to check the accuracy of the models. The experimental results provide promising adjustment errors for both models (R2>0.99), with the ARIMA model being the best for infections and the Gompertz best for mortality. It has also been verified that countries are affected differently, which may be due to external factors that are difficult to measure quantitatively. These models provide a fast and effective system to check the growth of pandemics that can be useful for health systems and politicians so that appropriate measures are taken and countries' health care systems do not collapse.