EOG Signal Classification with Wavelet and Supervised Learning Algorithms KNN, SVM and DT.

The work carried out in this paper consists of the classification of the physiological signal generated by eye movement called Electrooculography (EOG). The human eye performs simultaneous movements, when focusing on an object, generating a potential change in origin between the retinal epithelium and the cornea and modeling the eyeball as a dipole with a positive and negative hemisphere. Supervised learning algorithms were implemented to classify five eye movements; left, right, down, up and blink. Wavelet Transform was used to obtain information in the frequency domain characterizing the EOG signal with a bandwidth of 0.5 to 50 Hz; training results were obtained with the implementation of K-Nearest Neighbor (KNN) 69.4%, a Support Vector Machine (SVM) of 76.9% and Decision Tree (DT) 60.5%, checking the accuracy through the Jaccard index and other metrics such as the confusion matrix and ROC (Receiver Operating Characteristic) curve. As a result, the best classifier for this application was the SVM with Jaccard Index.

Estrés académico en estudiantes de Medicina diagnosticados en la Unidad de Orientación Estudiantil / Academic stress in Medicine students diagnosed in the Student Direction Unit i: en

Introducción: La educación universitaria constituye un proceso generador de muchas tensiones para los estudiantes de todo el mundo, que se ha asociado a altos niveles de estrés, ansiedad y depresión. Objetivo: Describir las manifestaciones de estrés académico en estudiantes del tercer año de la carrera de Medicina. Métodos: Se realizó un estudio descriptivo, transversal y retrospectivo de 10 estudiantes de la Facultad de Medicina No. 1 de Santiago de Cuba, diagnosticados con estrés académico en la Unidad de Orientación Estudiantil, desde enero hasta junio de 2022. Resultados: Predominó el estrés moderado en 70,0 % de los alumnos, con una primacía del sexo femenino (50,0 %). La frecuencia de intensidad de la preocupación fue expresada en el valor categorial mucho (70,0 %). Entre los principales factores estresores identificados figuraron: sobrecarga de tareas y trabajos, evaluaciones de los profesores y participación en clase, que en su totalidad forman parte de la dinámica del proceso formativo de la carrera. También prevaleció la diversidad de estrategias de afrontamiento a dicho estrés. Conclusiones: El estrés académico se presentó mayormente en las esferas afectiva y conductual de los estudiantes y se asoció a sucesos vivenciales como factores estresores.

Introduction: University education constitutes a process that generates many tensions for the students from all over the world, which has been associated with high stress levels, anxiety and depression. Objective: To describe the manifestations of academic stress in students from the third year of Medicine. Methods: A descriptive, cross-sectional and retrospective study of 10 students from the Medicine Faculty No. 1 was carried out in Santiago de Cuba, diagnosed with academic stress in the Student Direction Unit, from January to June, 2022. Results: The moderated stress prevailed in 70.0 % of the students, with a primacy of female sex (50.0 %). The frequency of intensity of the concern was expressed in the categorical value (70.0 %) as many. Among the main identified factors that cause stress we can mention: excess of tasks and works, professors evaluations and participation in class that are part of the dynamics in the training process of the career. Also, the diversity of strategies to face this stress prevailed. Conclusions: The academic stress was mostly present in the affective and behavioral spheres of the students and was associated with events experienced as factors that cause stress.

Consecuencias psicológicas del sexting y relación con el estrés académico / Psychological consequences of sexting and relationship with the academic stress

Se presenta el caso de una estudiante de segundo año medicina, atendida en la Unidad de Orientación Estudiantil de la Facultad de Medicina No. 1 de la Universidad de Ciencias Médicas de Santiago de Cuba, entre septiembre y diciembre de 2021, por presentar problemas académicos y manifestaciones de estrés debido a que fue víctima de acoso verbal y psicológico por parte de sus compañeros de grupo a partir de un acto de sexting por parte de su pareja. Teniendo en cuenta lo anterior se le dio seguimiento para un mejor estudio y se comparten los hallazgos con la comunidad científica en general.

The case of a second year medicine student is presented, assisted in the Student Orientation Unit of Medicine Faculty No. 1 in the University of Medical Sciences from Santiago de Cuba, between September and December, 2021, due to academic problems and stress manifestations because she was victim of verbal and psychological harassment by her groupmates as a result of an act of sexting by her couple. Taking into account the above-mentioned she was followed up for a better study and findings are shared with the scientific community in general.

Determinants of COVID-19 Vaccine Hesitancy: A Cross-Sectional Study on a Mexican Population Using an Online Questionnaire (COV-AHQ).

Mexico has become one of the most highly affected countries by coronavirus disease 2019 (COVID-19) pandemic in Latin America. Therefore, efficient vaccination programs are needed to address COVID-19 pandemic. Although recent advances around the world have made it possible to develop vaccines in record time, there has been increasing fear and misinformation around the vaccines. Hence, understanding vaccine hesitancy is imperative for modeling successful vaccination strategies. In this study, we analyzed the attitude and perceptions toward COVID-19 vaccination, in a Mexican population (n = 1,512), using the proposed COVID-19 Vaccine Acceptance and Hesitancy Questionnaire (COV-AHQ) (Cronbach's alpha > 0.8), which evaluates a mild perception of danger and contamination with respect to COVID-19, a moderate perception of xenophobia generated throughout COVID-19 quarantine, fear of adverse effects of COVID-19 vaccination, and hesitancy of parent toward vaccination of children; furthermore, a section including sociodemographic variables was included. According to the results of this study, the statistical correlation analysis of the general vaccination posture seems to correlate significantly (p < 0.05) with a mild perception of danger and contamination with respect to COVID-19, a moderate perception of xenophobia generated throughout COVID-19 quarantine, hesitancy of parent toward vaccination of children, willingness to get COVID-19 vaccine, previous influenza vaccination, perception of the vaccine that could help the economy of country, occupation, gender, age, and participants actively researching COVID-19 vaccine information. An in-depth analysis assisted by binary logistic regression concluded that the young adult population around ages 18-34 years are the most likely to get vaccinated. This posture seems to be highly influenced by a mild perception of danger and contamination with respect to COVID-19, a moderate perception of xenophobia generated throughout COVID-19 quarantine, fear of adverse effects of COVID-19 vaccination, and hesitancy of parents toward vaccination of children. While their own personal religious beliefs and economic status, the level of education does not seem to have an effect on the willingness to get vaccinated neither did having a previous COVID-19 diagnosis or even knowing someone with a positive COVID-19 diagnosis. Health authorities and policymakers could use the results of this study to aid in modeling vaccination programs and strategies and identify population groups with high vaccine hesitancy prevalence and assess significant public health issues.

Topological Data Analysis for Eye Fundus Image Quality Assessment.

The objective of this work is to perform image quality assessment (IQA) of eye fundus images in the context of digital fundoscopy with topological data analysis (TDA) and machine learning methods. Eye health remains inaccessible for a large amount of the global population. Digital tools that automize the eye exam could be used to address this issue. IQA is a fundamental step in digital fundoscopy for clinical applications; it is one of the first steps in the preprocessing stages of computer-aided diagnosis (CAD) systems using eye fundus images. Images from the EyePACS dataset were used, and quality labels from previous works in the literature were selected. Cubical complexes were used to represent the images; the grayscale version was, then, used to calculate a persistent homology on the simplex and represented with persistence diagrams. Then, 30 vectorized topological descriptors were calculated from each image and used as input to a classification algorithm. Six different algorithms were tested for this study (SVM, decision tree, k-NN, random forest, logistic regression (LoGit), MLP). LoGit was selected and used for the classification of all images, given the low computational cost it carries. Performance results on the validation subset showed a global accuracy of 0.932, precision of 0.912 for label "quality" and 0.952 for label "no quality", recall of 0.932 for label "quality" and 0.912 for label "no quality", AUC of 0.980, F1 score of 0.932, and a Matthews correlation coefficient of 0.864. This work offers evidence for the use of topological methods for the process of quality assessment of eye fundus images, where a relatively small vector of characteristics (30 in this case) can enclose enough information for an algorithm to yield classification results useful in the clinical settings of a digital fundoscopy pipeline for CAD.

Dendritic cell deficiencies persist seven months after SARS-CoV-2 infection.

Severe Acute Respiratory Syndrome Coronavirus (SARS-CoV)-2 infection induces an exacerbated inflammation driven by innate immunity components. Dendritic cells (DCs) play a key role in the defense against viral infections, for instance plasmacytoid DCs (pDCs), have the capacity to produce vast amounts of interferon-alpha (IFN-α). In COVID-19 there is a deficit in DC numbers and IFN-α production, which has been associated with disease severity. In this work, we described that in addition to the DC deficiency, several DC activation and homing markers were altered in acute COVID-19 patients, which were associated with multiple inflammatory markers. Remarkably, previously hospitalized and nonhospitalized patients remained with decreased numbers of CD1c+ myeloid DCs and pDCs seven months after SARS-CoV-2 infection. Moreover, the expression of DC markers such as CD86 and CD4 were only restored in previously nonhospitalized patients, while no restoration of integrin ß7 and indoleamine 2,3-dyoxigenase (IDO) levels were observed. These findings contribute to a better understanding of the immunological sequelae of COVID-19.

Alum:CpG adjuvant enables SARS-CoV-2 RBD-induced protection in aged mice and synergistic activation of human elder type 1 immunity.

Global deployment of vaccines that can provide protection across several age groups is still urgently needed to end the COVID-19 pandemic especially for low- and middle-income countries. While vaccines against SARS-CoV-2 based on mRNA and adenoviral-vector technologies have been rapidly developed, additional practical and scalable SARS-CoV-2 vaccines are needed to meet global demand. In this context, protein subunit vaccines formulated with appropriate adjuvants represent a promising approach to address this urgent need. Receptor-binding domain (RBD) is a key target of neutralizing antibodies (Abs) but is poorly immunogenic. We therefore compared pattern recognition receptor (PRR) agonists, including those activating STING, TLR3, TLR4 and TLR9, alone or formulated with aluminum hydroxide (AH), and benchmarked them to AS01B and AS03-like emulsion-based adjuvants for their potential to enhance RBD immunogenicity in young and aged mice. We found that the AH and CpG adjuvant formulation (AH:CpG) demonstrated the highest enhancement of anti-RBD neutralizing Ab titers in both age groups (∼80-fold over AH), and protected aged mice from the SARS-CoV-2 challenge. Notably, AH:CpG-adjuvanted RBD vaccine elicited neutralizing Abs against both wild-type SARS-CoV-2 and B.1.351 variant at serum concentrations comparable to those induced by the authorized mRNA BNT162b2 vaccine. AH:CpG induced similar cytokine and chemokine gene enrichment patterns in the draining lymph nodes of both young adult and aged mice and synergistically enhanced cytokine and chemokine production in human young adult and elderly mononuclear cells. These data support further development of AH:CpG-adjuvanted RBD as an affordable vaccine that may be effective across multiple age groups. ONE SENTENCE SUMMARY: Alum and CpG enhance SARS-CoV-2 RBD protective immunity, variant neutralization in aged mice and Th1-polarizing cytokine production by human elder leukocytes.

Teaching Anxiety, Stress and Resilience During the COVID-19 Pandemic: Evaluating the Vulnerability of Academic Professionals in Mexico Through the Adapted COVID-19 Stress Scales.

To mitigate the COVID-19 infection, many world governments endorsed the cessation of non-essential activities, such as the school attendance, forcing a shift of the teaching model to the virtual classroom. From this shift, several changes in the teaching paradigm derived, in addition to the COVID-19 pandemic, which could have an impact in academic professional's mental health. In the present work we show the application of a modified version of the adapted COVID-19 stress scales (ACSS) which also included teaching anxiety and preparedness, and resilience for academic professionals in Mexico. These scales were applied during the unprecedented transformation of the education system undergone in the COVID-19 quarantine. Most of the studied variables: gender, age, academic degree, household occupants, having a disease, teaching level, teaching mode, work hours, resilience, teaching anxiety and preparedness, and fear of being an asymptomatic patient (FOBAP), showed significant statistical correlation between each other (p < 0.050) and to the 6 areas of the ACSS (danger, contamination, social economical, xenophobia, traumatic stress, and compulsive checking). Our results further showed that the perceived stress and anxiety fell into the category of Absent to Mild, with only the danger section of the ACSS falling into the Moderate category. Finally, the resilience generated throughout the quarantine was very high, which seems to be a predictor of adaptation the academic professional has undergone to cope with stress.

Dataset of the adapted COVID stress scales for healthcare professionals of the northeast region of Mexico.

The dataset presented examines the levels of stress persisting in healthcare professionals of the Northeast region of Mexico. Using an online platform to obtain data, a survey was developed and distributed through electronic means during a 6-week period covering July and August 2020, considered one of the periods with the highest reported COVID cases in Mexico. Our survey looked at six major stress developing areas: danger, fear of contamination, social economic consequences, xenophobia, compulsive checking and reassurance seeking, and traumatic stress; we added an extra question to assess fear of being an asymptomatic patient. The data was statistically analyzed looking for correlations and dependencies. Thus, helping in policy and decision-making processes to assist and manage stress in healthcare professionals.

Parent's Perspective towards Child COVID-19 Vaccination: An Online Cross-Sectional Study in Mexico.

COVID-19 vaccination programs continue in child populations. Thus, parents' attitude towards COVID-19 vaccination of their children is crucial for these strategies to succeed. The present study derives from the application of an online COVID-19 Vaccine Acceptance & Hesitancy Questionnaire (COV-AHQ) in which we measure parent's hesitancy towards children's vaccination (section 4 of the COV-AHQ) and other significant factors. A logistic regression analysis with backward stepwise method was used to quantify the associations between factors and parent's hesitancy. According to the correlation analysis, the most representative factors predicting vaccine hesitancy/acceptance were positive attitude towards vaccination, parents believing that the COVID-19 vaccine will enhance the economic situation of the country, parents actively researching information, having the willingness to obtain the COVID-19 vaccine themselves, and the possibility of their children developing adverse effects. Our findings also showed that parents are highly interested in having their children vaccinated. Nonetheless, parents expressed high levels of concern involving their children in developing adverse effects from the vaccine. In addition, obtaining influenza immunization prompted interest in obtaining the COVID-19 vaccine, and younger-aged parents are much more concerned with having their children vaccinated. Therefore, in order to ensure successful vaccination programs, policymakers and health authorities should design strategies to gain confidence and provide security amongst the population, including giving continuous information about the benefits of vaccination and presenting the frequency of side effects to bring parents on board with vaccinating their children.

Short-Term Peripheral Venous Catheter-Related Bloodstream Infections: Evidence for Increasing Prevalence of Gram-Negative Microorganisms from a 25-Year Prospective Observational Study.

The aim of this study was to describe the etiology and outcome of short-term peripheral venous catheter (PVC)-related bloodstream infections (PVCRBSI) in a 25-year period (1992 to 2016) and to identify predictive factors of Gram-negative PVCRBSI. This was a prospective observational study including all episodes of PVCRBSI. A multivariate logistic regression model adjusted for calendar year was built to explore factors associated with a Gram-negative bacterial etiology. Over the study period, 711 episodes of PVCRBSI were identified. Incidence rate of PVCRBSI increased from 0.06 to 0.13 episodes/1,000 patient-days. A Gram-negative bacterial etiology was demonstrated in 162 (22.8%) episodes. There was a significant increase in the proportion of Gram-negative infections (22.6% in 1992 to 1996 versus 33.2% in 2012 to 2016). Independent predictive factors of Gram-negative PVCRBSI were the following: being in the hospital for more than 7 days with a catheter in situ for more than 3 days (adjusted odds ratio [aOR], 1.80; 95% confidence interval [CI], 1.20 to 2.69), surgery in the previous month (aOR, 2.39; 95% CI, 1.40 to 4.09), and antimicrobial treatment with beta-lactams (aOR, 1.80; 95% CI, 1.16 to 2.78). In conclusion, we reported an increase in the prevalence of Gram-negative PVCRBSI over the last 25 years. Factors associated with a Gram-negative bacterial etiology were being in the hospital for more than 7 days with a catheter in situ for more than 3 days, having undergone surgery, and having received antimicrobial treatment with beta-lactams.

Influence of empirical double-active combination antimicrobial therapy compared with active monotherapy on mortality in patients with septic shock: a propensity score-adjusted and matched analysis.

OBJECTIVES: To evaluate the influence on mortality of empirical double-active combination antimicrobial therapy (DACT) compared with active monotherapy (AM) in septic shock patients. METHODS: A retrospective study was performed of monomicrobial septic shock patients admitted to a university centre during 2010-15. A propensity score (PS) was calculated using a logistic regression model taking the assigned therapy as the dependent variable, and used as a covariate in multivariate analysis predicting 7, 15 and 30 day mortality and for matching patients who received DACT or AM. Multivariate models comprising the assigned therapy group and the PS were built for specific patient subgroups. RESULTS: Five-hundred and seventy-six patients with monomicrobial septic shock who received active empirical antimicrobial therapy were included. Of these, 340 received AM and 236 DACT. No difference in 7, 15 and 30 day all-cause mortality was found between groups either in the PS-adjusted multivariate logistic regression analysis or in the PS-matched cohorts. However, in patients with neutropenia, DACT was independently associated with a better outcome at 15 (OR 0.29, 95% CI 0.09-0.92) and 30 (OR 0.25, 95% CI 0.08-0.79) days, while in patients with Pseudomonas aeruginosa infection DACT was associated with lower 7 (OR 0.12, 95% CI 0.02-0.7) and 30 day (OR 0.26, 95% CI 0.08-0.92) mortality. CONCLUSIONS: All-cause mortality at 7, 15 and 30 days was similar in patients with monomicrobial septic shock receiving empirical double-active combination therapy and active monotherapy. However, a beneficial influence of empirical double-active combination on mortality in patients with neutropenia and those with P. aeruginosa infection is worthy of further study.

Síndrome de Ortner y disfagia por aurícula izquierda gigante en el paciente anciano / Dysphagia and Ortner syndrome due to a giant left atrium in the elderly

No disponible

Malestar general en el paciente anciano como presentación de síndrome antisintetasa sin afectación muscular / General malaise in the elderly patient as a presentation of antisynthetase syndrome without muscle involvement

No disponible

Impacto de formación y caracterización de círculos de Abuelos en la comunidad Gonzalo Barrios de Venezuela / Impact formation and caracterization of Grandparents circles in the community Gonzalo Barrios from Venezuela

Se realiza un estudio observacional descriptivo, con el objetivo de dar a conocer el impacto del círculo de abuelos en 27 adultos mayores de la comunidad Gonzalo Barrios, del municipio Páez, estado Portuguesa, Venezuela, desde enero 2005 a diciembre 2007. Se estudian variables de interés, como: edad, sexo, estado civil, automedicación, depresión, y las causas de la morbilidad por la que acuden aconsulta, al inicio y después de incorporados al círculo. Predomina el grupo de edad de 60-64 años y el sexo femenino, así como alta incidencia de los automedicados y deprimidos al inicio de la incorporación. Se concluye que las actividades realizadas en el círculo logran un impacto positivo en la calidad de vida del adulto mayor (AU)

Manifestaciones bucales más frecuentes en pacientes diabéticos atendidos en el Instituto Autónomo Hospital Universitario de Los Andes / Oral manifestations more common in diabetic patients treated at the Instituto Autónomo Hospital Universitario of Los Andes

La diabetes mellitus (DM) es un desorden metabólico caracterizado por una hiperglicemia crónica debida a la resistencia periférica a la insulina, disfunción secretora de esta hormona o ambas. Lo cual produce alteraciones en el metabolismo de carbohidratos, lípidos y proteínas. El paciente diabético presenta ciertas características que le confieren alto riesgo de padecer enfermedades cardiovasculares, cerebrales, renales, oculares y manifestaciones en cavidad bucal, en las que predominan las infecciones debido a la alteración del sistema inmunológico. Este artículo tiene como objetivo determinar las manifestaciones bucales más frecuentes de pacientes diabéticos que asisten a la consulta odontológica. Las cuales deben ser tomadas en cuenta para realizar el diagnostico y tratamiento odontológico apropiado. En este sentido, se presenta el estudio de casos clínicos de 35 pacientes diabéticos atendidos en la Unidad de Endocrinología del Instituto Autónomo Hospital Universitario de Los Andes (I.A.H.U.L.A). El estudio constó de la elaboración de la historia clínica con su respectivo examen clínico y examen radiográfico, monitoreo de niveles de glucosa en sangre, el establecimiento del diagnóstico y el tratamiento odontológico requerido en cada caso. Se encontró que, la gingivitis predominó en 97,1%, seguida de caries dental en 91,43% y periodontitis en 85,71% de los casos. Se concluyó que los pacientes diabéticos presentan alta incidencia de lesiones bucales, prevaleciendo una relación altamente significativa entre la periodontitis y los pacientes diabéticos mayores de 40 años

Diabetes mellitus (DM) is a metabolic disorder characterized by chronic hyperglycemia due to peripheral resistance to insulin, secretory dysfunction of this hormone or both, which cause alterations in the metabolism of carbohydrates, lipids and proteins. The diabetic patient shows certain characteristics that confer high risk for cardiovascular disease, cerebral, renal, and ocular manifestations in oral cavity, in which predominate infections due to alteration of the immune system. This article aims to explore the most common oral manifestations of diabetic patients attending the dental consultation that should be taken into account to make the diagnosis and appropriate dental treatment. In this sense, it presents a study of 35 clinical cases of type 2 diabetic patients treated at the Unit of the Institute of Endocrinology University Hospital of Los Andes (IAHULA). The study consisted of the development of the medical history with their clinical and radiographic examination, monitoring of blood glucose levels, the establishment of diagnosis and dental treatment required for each case. It was found that gingivitis was predominant in 97.1% , followed by 91.43% in dental caries and periodontitis with 85.71% of cases. It was concluded that diabetic patients have high incidence of oral lesions, and highly significant prevalence between periodontitis and diabetic patients older than 40 years