Exposure-Tolerant Imaging Solution forCultural Heritage Monitoring

This paper describes a simple and cheap solution specifically designed for monitoring the degradation of thin coatings employed for metal protection. The proposed solution employs a commercial photocamera and a frequency-domain-based approach that is capable of highlighting the surface uniformity changes due to initial corrosion. Even though the proposed solution is specifically designed to monitor the long-time performance of protective coatings employed for the restoration of silver artifacts, it can be successfully used also for assessing the conservation state of other ancient metallic works of art. The proposed solution is made tolerant to exposure changes by using a procedure for sensor nonlinearity identification and correction, does not require a precise lighting control, and employs only free open-source software, so that its overall cost is very low and can be used also by not specifically trained operator

Handheld-Impedance-Measurement System with seven-decade capability and potentiostatic function

This paper describes design and test of a new impedance-measurement system for nonlinear devices that exhibits a seven-decade range and works down to a frequency of 0.01 Hz. The system is specifically designed for electrochemical measurements, but the proposed architecture can be employed in many other fields where flexible signal generation and analysis are required. The system employs an unconventional signal generator based on two pulsewidth modulation (PWM) oscillators and an autocalibration system that allows uncertainties of less than 3% to be obtained over a range of 1 kΩ to 100 GΩ. A synchronous demodulation processing allows the noise superimposed to the low-amplitude input signals to be made negligibl

PROPAGATE: a seed propagation framework to compute Distance-based metrics on Very Large Graphs

We propose PROPAGATE, a fast approximation framework to estimate distance-based metrics on very large graphs such as the (effective) diameter, the (effective) radius, or the average distance within a small error. The framework assigns seeds to nodes and propagates them in a BFS-like fashion, computing the neighbors set until we obtain either the whole vertex set (the diameter) or a given percentage (the effective diameter). At each iteration, we derive compressed Boolean representations of the neighborhood sets discovered so far. The PROPAGATE framework yields two algorithms: PROPAGATE-P, which propagates all the $s$ seeds in parallel, and PROPAGATE-s which propagates the seeds sequentially. For each node, the compressed representation of the PROPAGATE-P algorithm requires $s$ bits while that of PROPAGATE-S only $1$ bit. Both algorithms compute the average distance, the effective diameter, the diameter, and the connectivity rate within a small error with high probability: for any $\varepsilon>0$ and using $s=\Theta\left(\frac{\log n}{\varepsilon^2}\right)$ sample nodes, the error for the average distance is bounded by $\xi = \frac{\varepsilon \Delta}{\alpha}$, the error for the effective diameter and the diameter are bounded by $\xi = \frac{\varepsilon}{\alpha}$, and the error for the connectivity rate is bounded by $\varepsilon$ where $\Delta$ is the diameter and $\alpha$ is a measure of connectivity of the graph. The time complexity is $\mathcal{O}\left(m\Delta \frac{\log n}{\varepsilon^2}\right)$, where $m$ is the number of edges of the graph. The experimental results show that the PROPAGATE framework improves the current state of the art both in accuracy and speed. Moreover, we experimentally show that PROPAGATE-S is also very efficient for solving the All Pair Shortest Path problem in very large graphs

Action Transformer: A Self-Attention Model for Short-Time Human Action Recognition

Deep neural networks based purely on attention have been successful across several domains, relying on minimal architectural priors from the designer. In Human Action Recognition (HAR), attention mechanisms have been primarily adopted on top of standard convolutional or recurrent layers, improving the overall generalization capability. In this work, we introduce Action Transformer (AcT), a simple, fully self-attentional architecture that consistently outperforms more elaborated networks that mix convolutional, recurrent, and attentive layers. In order to limit computational and energy requests, building on previous human action recognition research, the proposed approach exploits 2D pose representations over small temporal windows, providing a low latency solution for accurate and effective real-time performance. Moreover, we open-source MPOSE2021, a new large-scale dataset, as an attempt to build a formal training and evaluation benchmark for real-time short-time human action recognition. Extensive experimentation on MPOSE2021 with our proposed methodology and several previous architectural solutions proves the effectiveness of the AcT model and poses the base for future work on HAR

Relação entre sintomas depressivos e a funcionalidade familiar de idosos institucionalizados

O presente estudo objetivou verificar a relação entre funcionalidade familiar e sintomas depressivos de idosos institucionalizados. Trata-se de um estudo descritivo, transversal, de caráter quantitativo. Foram avaliados 107 idosos institucionalizados, utilizando-se questionário de caracterização sociodemográfica, a Escala de Depressão Geriátrica (rastrear sintomas depressivos) e o APGAR de família (avaliar a funcionalidade familiar). O coeficiente de correlação de Pearson, o teste qui-quadrado e a Regressão Logística bruta e ajustada foram utilizados na análise dos dados, com nível de significância de 5%. Os idosos institucionalizados com sintomas depressivos eram predominantemente mulheres e estavam inseridos na faixa etária de 80 anos e mais. Com relação à funcionalidade familiar, a maioria dos idosos apresentou elevada disfunção familiar (57%). A disfunção familiar foi maior entre os idosos com sintomas depressivos. Houve correlação significativa entre a funcionalidade familiar e os sintomas depressivos. Conclui-se que idosos institucionalizados com famílias disfuncionais apresentam maiores chances de possuir sintomas depressivos.El presente estudio tuvo como objetivo investigar la relación entre la funcionalidad familiar con los síntomas depresivos de adultos mayores institucionalizados. Corresponde a un estudio descriptivo transversal de carácter cuantitativo. Fueron evaluados 107 sujetos de edad avanzada por medio de un cuestionario sociodemográfico, la Escala de Depresión Geriátrica (para identificar síntomas depresivos) y APGAR Familiar (para evaluar el funcionamiento familiar). Para el análisis de datos se utilizó el coeficiente de correlación de Pearson, chi cuadrado y regresión logística cruda y ajustada, con un nivel de significancia del 5%. Los adultos mayores con síntomas depresivos eran predominantemente mujeres y se insertaron en el grupo de edad de 80 años y más. Con respecto a la funcionalidad familiar, la mayoría de las personas mayores presentaban alta disfunción familiar (57%). La disfunción familiar es mayor en los adultos mayores con síntomas depresivos. No hubo correlación significativa entre el funcionamiento familiar y síntomas depresivos. Se concluye que los adultos mayores institucionalizados con familias disfuncionales son más propensos a tener síntomas depresivos.The present study aimed to investigate the relationship between family functioning and depressive symptoms among institutionalized elderly. This is a descriptive, cross-sectional study of quantitative character. A total of 107 institutionalized elderly were assessed using a sociodemographic questionnaire, the Geriatric Depression Scale (to track depressive symptoms) and the Family APGAR (to assess family functioning). The correlation coefficient of Pearson’s, the chi-square test and the crude and adjusted logistic regression were used in the data analysis with a significance level of 5 %. The institutionalized elderly with depressive symptoms were predominantly women and in the age group of 80 years and older. Regarding family functioning, most elderly had high family dysfunctioning (57 %). Family dysfunctioning was higher among the elderly with depressive symptoms. There was a significant correlation between family functioning and depressive symptoms. The conclusion is that institutionalized elderly with dysfunctional families are more likely to have depressive symptoms

Preliminary data on Pemphigus vulgaris treatment by a proteomics-defined peptide: a case report

BACKGROUND: Although described by Hippocrates in 400 B.C., pemphigus disease still needs a safe therapeutical approach, given that the currently used therapies (i.e. corticosteroids and immunosuppressive drugs) often provoke collateral effects. Here we present preliminary data on the possible use of a proteomics derived desmoglein peptide which appears promising in halting disease progression without adverse effects. METHODS: The low-similarity Dsg3(49–60)REWVKFAKPCRE peptide was topically applied for 1 wk onto a lesion in a patient with a late-stage Pemphigus vulgaris (PV) complicated by diabetes and cataract disease. The peptide was applied as an adjuvant in combination with the standard corticosteroid-based immunosuppressive treatment. RESULTS: After 1 wk, the treated PV eroded lesion appeared dimensionally reduced and with an increased rate of re-epithelization when compared to adjacent non-treated lesions. Short-term benefits were: decrease of anti-Dsg antibody titer and reduction of the corticosteroid dosage. Long-term benefits: after two years following the unique 1-wk topical treatment, the decrease of anti-Dsg antibody titer persists. The patient is still at the low cortisone dosage. Adverse effects: no adverse effect could be monitored. CONCLUSION: With the limits inherent to any preliminary study, this case report indicates that topical treatment with Dsg3(49–60)REWVKFAKPCRE peptide may represent a feasible first step in the search for a simple, effective and safe treatment of PV

Population Pharmacokinetic and Pharmacodynamic Analysis for Maximizing the Effectiveness of Ceftobiprole in the Treatment of Severe Methicillin-Resistant Staphylococcal Infections

Ceftobiprole is a fifth-generation cephalosporin used for different Gram-positive bacterial infections. A population pharmacokinetic analysis was conducted in real-life clinical patients to assess the adequacy of current dosages. Population pharmacokinetics was conducted using non-linear mixed effect modeling. Monte Carlo simulations were performed to determine the probability of target attainment (PTA) of free trough or steady-state concentration over MIC (fCtrough/MIC or fCss/MIC) >= 1 or >= 4 associated with both the standard and intensified dosing regimens adjusted for renal function. Cumulative fraction of response (CFR) against methicillin-resistant Staphylococcus aureus (MRSA) and Staphylococcus epidermidis (MRSE) were also calculated. A total of 132 patients with 503 concentrations were included. Most of them (107/132, 81.1%) had hospital- or community-acquired pneumonia, endocarditis, and bacteremia. A three-compartment model adequately fitted ceftobiprole concentration-time data. Estimated glomerular filtration rate significantly affected drug clearance. Monte Carlo simulations showed that the optimal target of fCtrough/MIC or fCss/MIC >= 4 is achieved only with the use of the standard dosages administered by continuous infusion (CI) against MRSA infections in patients with preserved renal function. Intensified dosages administered by CI are needed in patients with impaired renal function and/or augmented renal clearance against MRSA and in patients with preserved renal functions against MRSE

FATORES ASSOCIADOS À DURAÇÃO DOS COCHILOS ENTRE IDOSOS COMUNITÁRIOS: DADOS DO ESTUDO MULTICÊNTRICO FIBRA

This study aimed to analyze the association between the duration of the nap and the variables gender, age, education, family income, frailty levels and frailty criteria of community-dwelling elderly. This was a descriptive and cross-sectional study, an excerpt from the multicenter project Frailty in Elderly Brazilians. A total of 3,075 older adults were evaluated, aged 65 and over, using a sociodemographic questionnaire, question about nap (Minnesota Leisure Activity Questionnaire), phenotype of frailty proposed by Fried and screening test for cognitive impairment (Mini Mental State Examination). Descriptive analysis, Mann-Whitney and Kruskal-Wallis tests (p<0.05) and multiple linear regression were applied. Ethical principles were respected. Most of the elderly participants napped (61.7%), with an average of 53.4±42.7 min/day. There was an association between duration of naps and variables gender (p=0.002), frailty (p=0.022) and frailty criterion "hand grip strength" (p=0.008). It was observed that the length of the naps is greater for male and frail elderly.Objetivou-se analisar associação entre a duração do cochilo e as variáveis gênero, idade, escolaridade, renda familiar, níveis de fragilidade e os critérios de fragilidade de idosos comunitários. Estudo descritivo e transversal, recorte do projeto multicêntrico Fragilidade em Idosos Brasileiros. Foram avaliados 3.075 idosos, com idade de 65 anos ou mais, utilizando-se questionário sociodemográfico, questão sobre cochilo (Minnesota Leisure Activity Questionnaire), fenótipo de fragilidade proposto por Fried e o teste de rastreio de alterações cognitivas (Mini Exame do Estado Mental). Realizaram-se análise descritiva, testes Mann-Whitney e Kruskal-Wallis (p<0,05) e regressão linear múltipla. Os princípios éticos foram respeitados. A maioria dos idosos participantes cochilava (61,7%), com valores médios de 53,4±42,7 minutos/dia. Houve associação entre a duração dos cochilos e as variáveis gênero (p=0,002), fragilidade (p=0,022) e o critério de fragilidade "força de preensão manual" (p=0,008). Observou-se que a duração dos cochilos é maior entre idosos do gênero masculino e frágeis.25

Robotic monitoring of forests: a dataset from the EU habitat 9210* in the Tuscan Apennines (central Italy)

Effective monitoring of habitats is crucial for their preservation. As the impact of anthropic activities on natural habitats increases, accurate and up-to-date information on the state of ecosystems has become imperative. This paper presents a new dataset collected from the forests located in the Tuscan Apennines (Italy) using the ANYmal robot. The dataset provides information regarding the structure and composition of the EU priority habitat 9210*. The dataset, which is publicly available through a Zenodo repository, includes photos, videos, and point clouds of the environment. This dataset is a valuable resource for the scientific community working in the field of forest ecology and conservation and has the potential to inform future research and conservation efforts on habitat 9210*. the collaboration between robotic engineers and plant scientists provides a unique perspective on the forest ecosystem and underscores the potential for interdisciplinary work in this field. This dataset constitutes an important contribution to the ongoing effort to monitor and conserve habitats globally, particularly in light of the challenges posed by global changes