Back-propagation optimization and multi-valued artificial neural networks for highly vivid structural color filter metasurfaces.

We introduce a novel technique for designing color filter metasurfaces using a data-driven approach based on deep learning. Our innovative approach employs inverse design principles to identify highly efficient designs that outperform all the configurations in the dataset, which consists of 585 distinct geometries solely. By combining Multi-Valued Artificial Neural Networks and back-propagation optimization, we overcome the limitations of previous approaches, such as poor performance due to extrapolation and undesired local minima. Consequently, we successfully create reliable and highly efficient configurations for metasurface color filters capable of producing exceptionally vivid colors that go beyond the sRGB gamut. Furthermore, our deep learning technique can be extended to design various pixellated metasurface configurations with different functionalities.

Anomalous Nernst Effect in Flexible Co-Based Amorphous Ribbons.

Fe3Co67Cr3Si15B12 ribbons with a high degree of flexibility and excellent corrosion stability were produced by rapid quenching technique. Their structural, magnetic, and thermomagnetic (Anomalous Nernst Effect) properties were studied both in an as-quenched (NR) state and after stress annealing during 1 h at the temperature of 350 °C and a specific load of 230 MPa (AR). X-ray diffraction was used to verify the structural characteristics of our ribbons. Static magnetic properties were explored by inductive technique and vibrating sample magnetometry. The thermomagnetic curves investigated through the Anomalous Nernst Effect are consistent with the obtained magnetization results, presenting a linear response in the thermomagnetic signal, an interesting feature for sensor applications. Additionally, Anomalous Nernst Effect coefficient SANE values of 2.66µV/K and 1.93µV/K were estimated for the as-quenched and annealed ribbons, respectively. The interplay of the low magnetostrictive properties, soft magnetic behavior, linearity of the thermomagnetic response, and flexibility of these ribbons place them as promising systems to probe curved surfaces and propose multifunctional devices, including magnetic field-specialized sensors.

Pontos de corte de índice de massa corporal e suas relações com doenças crônicas não transmissíveis em idosos / Body mass index cutoff points and their relationship to chronic non-communicable diseases in older people

Resumo Objetivo Verificar a associação entre estado nutricional segundo diferentes pontos de corte para índice de massa corporal (IMC) e ocorrência de doenças crônicas não transmissíveis (DCNT) em idosos. Métodos Estudo transversal, realizado com 365 idosos de ambos os sexos, utilizando-se um questionário contendo variáveis sobre saúde e medidas de peso e estatura. A associação entre classificação do estado nutricional pelo IMC e ocorrência de DCNT foi estimada pelo Odds Ratio (OR) e Intervalos de 95% de Confiança (IC95%). Resultados A partir dos critérios de classificação do IMC, o estado nutricional variou entre: adequado (24,9%-32,3%), excesso de peso (57,3%-73,2%) e baixo peso (1,9%-15,3%). Segundo a classificação do estado nutricional por Lipschitz, o baixo peso se associou à menor ocorrência de doenças osteoarticulares (OR=0,38; IC95%:0,15-0,93) e cardiometabólicas (OR=0,42; IC95%:0,19-0,94); o sobrepeso se associou à maior ocorrência de doenças cardiometabólicas (OR=2,26; IC95%:1,30-3,93). Segundo critérios da Organização Mundial de Saúde, o baixo peso se associou à menor ocorrência de doenças cardiometabólicas (OR=0,09; IC95%:0,01-0,61), sobrepeso à menor ocorrência de doenças neuropsicológicas (OR=0,47; IC95%:0,26-0,87), obesidade à maior ocorrência de doenças osteoarticulares (OR=1,95; IC95%:1,08-3,52) e cardiometabólicas (OR=3,02; IC95%: 1,54-5,93). Pelos critérios da Organização Pan-Americana da Saúde, o baixo peso se associou à menor ocorrência de doenças cardiometabólicas (OR=0,45; IC95%:0,22-0,91), obesidade à maior ocorrência de doenças osteoarticulares (OR=1,91; IC95%:1,16-3,15), cardiometabólicas (OR=2,58; IC95%:1,36-4,85) e respiratórias (OR=1,96; IC95%:1,16-3,16). Conclusão Os critérios de classificação do IMC associaram-se negativamente (baixo peso) e positivamente (excesso de peso) à ocorrência de DCNT, verificando-se maior força na associação quando se diferenciou sobrepeso de obesidade.

Abstract Objective To determine the association between nutritional status according to different cutoff points for body mass index (BMI) and the occurrence of noncommunicable chronic diseases (NCD) in older people. Methods A cross-sectional study of 365 older people was conducted using a questionnaire collecting information on health variables, body weight and height measurements. The association between classification of nutritional status using BMI and occurrence of NCD was estimated by the Odds Ratio (OR) and 95% Confidence Intervals (95%CI). Results As measured by the different BMI classification criteria, nutritional status varied: for normal weight (24.9-32.3%), excess weight (57.3-73.2%) and for underweight (1.9-15.3%). According to the Lipschitz classification, underweight was associated with lower occurrence of osteoarticular diseases (OR=0.38; 95%CI: 0.15-0.93) and cardiometabolic diseases (OR=0.42; 95%CI: 0.19- 0.94); while overweight was associated with higher occurrence of cardiometabolic diseases (OR=2.26; 95%CI: 1.30-3.93). According to the World Health Organization criteria, underweight was associated with lower occurrence of cardiometabolic diseases (OR=0.09; 95%CI: 0.01-0.61), overweight with lower occurrence of neuropsychological diseases (OR=0. 47; 95%CI: 0.26-0.87), while obese status was associated with higher occurrence of osteoarticular (OR=1.95; 95%CI: 1.08-3.52) and cardiometabolic (OR=3.02; 95%CI: 1.54-5.93) diseases. According to the Pan American Health Organization criteria, underweight was associated with lower occurrence of cardiometabolic diseases (OR=0.45; 95%CI: 0.22-0.91) and obese status with higher occurrence of osteoarticular (OR=1, 91; 95%CI: 1.16-3.15), cardiometabolic (OR=2.58; 95%CI: 1.36-4.85) and respiratory (OR=1.96; 95%CI: 1.16-3.16) diseases. Conclusion The classification criteria for BMI were negatively (underweight) and positively (excess weight) associated with the occurrence of NCD, exhibiting a stronger association when the overweight classification was differentiated from the obese classification.

O tênis de campo como conteúdo de ensino: a percepção de professores de Educação Física / Field tennis as a teaching content: the perception of Physical Education teachers / El tenis de campo como contenido didáctico: la percepción de los profesores de Educación Física

RESUMO Investigou-se a percepção de professores de Educação Física da Rede Municipal de Ensino de Florianópolis (RMEF) acerca da inserção do tênis de campo como conteúdo de ensino. Por meio de uma abordagem quanti-qualitativa e descritiva, elaborou-se o Instrumento de Percepção do Ensino do Tênis de Campo (IPET), respondido por 23 professores. Os resultados revelaram que as estratégias e as possibilidades de inserção do conteúdo sobre o tênis de campo referem-se à formação inicial, às experiências e aos conhecimentos específicos dos professores. Verificou-se um baixo quantitativo de docentes que ensinam a modalidade, relacionado ao pouco conhecimento e aos recursos materiais disponíveis.

ABSTRACT The perception of Physical Education teachers from the Rede Municipal de Ensino de Florianópolis/Brazil (Municipal Education Network of Florianópolis) about the inclusion of field tennis as a teaching content was investigated. Through a quantitative-qualitative and descriptive approach, the Field Tennis Teaching Perception Instrument (Instrumento de Percepção do Ensino do Tênis de Campo - IPET) was elaborated, validated and answered by 23 teachers. The results revealed that the strategies and possibilities for inserting content about field tennis refer to initial training, experiences and specific knowledge of teachers. There was a low number of professors who teach the modality, related to the little knowledge and material resources available.

RESUMEN Se investigo la percepción de los profesores de Educación Física de la Red Municipal de Educación de Florianópolis/Brasil (RMEF) sobre la inclusión del tenis de campo como contenido didáctico. A través de un enfoque cuantitativo-cualitativo y descriptivo, el Instrumento de Percepción de la Enseñanza del Tenis (IPET) fue elaborado, validado y respondido por 23 profesores. Los resultados revelaron que las estrategias y posibilidades de inserción de contenidos sobre tenis de campo se refieren a la formación inicial, experiencias y conocimientos específicos de los docentes. Hubo un bajo número de profesores que imparten la modalidad, relacionado con los escasos conocimientos y recursos materiales disponibles.

Chest Imaging in Systemic Endemic Mycoses.

Endemic fungal infections are responsible for high rates of morbidity and mortality in certain regions of the world. The diagnosis and management remain a challenge, and the reason could be explained by the lack of disease awareness, variability of symptoms, and insidious and often overlooked clinical presentation. Imaging findings are nonspecific and frequently misinterpreted as other more common infectious or malignant diseases. Patient demographics and clinical and travel history are important clues that may lead to a proper diagnosis. The purpose of this paper is to review the presentation and differential diagnosis of endemic mycoses based on the most common chest imaging findings.

High Performance of Metallic Thin Films for Resistance Temperature Devices with Antimicrobial Properties.

Titanium-copper alloy films with stoichiometry given by Ti1-xCux were produced by magnetron co-sputtering technique and analyzed in order to explore the suitability of the films to be applied as resistive temperature sensors with antimicrobial properties. For that, the copper (Cu) amount in the films was varied by applying different DC currents to the source during the deposition in order to change the Cu concentration. As a result, the samples showed excellent thermoresistivity linearity and stability for temperatures in the range between room temperature to 110 °C. The sample concentration of Ti0.70Cu0.30 has better characteristics to act as RTD, especially the αTCR of 1990 ×10-6°C-1. The antimicrobial properties of the Ti1-xCux films were analyzed by exposing the films to the bacterias S. aureus and E. coli, and comparing them with bare Ti and Cu films that underwent the same protocol. The Ti1-xCux thin films showed bactericidal effects, by log10 reduction for both bacteria, irrespective of the Cu concentrations. As a test of concept, the selected sample was subjected to 160 h reacting to variations in ambient temperature, presenting results similar to a commercial temperature sensor. Therefore, these Ti1-xCux thin films become excellent antimicrobial candidates to act as temperature sensors in advanced coating systems.

The diagnostic value of magnetic resonance imaging compared to computed tomography in the evaluation of fat-containing thoracic lesions.

Intrathoracic fat-containing lesions may arise in the mediastinum, lungs, pleura, or chest wall. While CT can be helpful in the detection and diagnosis of these lesions, it can only do so if the lesions contain macroscopic fat. Furthermore, because CT cannot demonstrate microscopic or intravoxel fat, it can fail to identify and diagnose microscopic fat-containing lesions. MRI, employing spectral and chemical shift fat suppression techniques, can identify both macroscopic and microscopic fat, with resultant enhanced capability to diagnose these intrathoracic lesions non-invasively and without ionizing radiation. This paper aims to review the CT and MRI findings of fat-containing lesions of the chest and describes the fat-suppression techniques utilized in their assessment.

A spatial-temporal analysis at the early stages of the COVID-19 pandemic and its determinants: The case of Recife neighborhoods, Brazil.

The outbreak of COVID-19 has led to there being a worldwide socio-economic crisis, with major impacts on developing countries. Understanding the dynamics of the disease and its driving factors, on a small spatial scale, might support strategies to control infections. This paper explores the impact of the COVID-19 on neighborhoods of Recife, Brazil, for which we examine a set of drivers that combines socio-economic factors and the presence of non-stop services. A three-stage methodology was conducted by conducting a statistical and spatial analysis, including clusters and regression models. COVID-19 data were investigated concerning ten dates between April and July 2020. Hotspots of the most affected regions and their determinant effects were highlighted. We have identified that clusters of confirmed cases were carried from a well-developed neighborhood to socially deprived areas, along with the emergence of hotspots of the case-fatality rate. The influence of age-groups, income, level of education, and the access to essential services on the spread of COVID-19 was also verified. The recognition of variables that influence the spatial spread of the disease becomes vital for pinpointing the most vulnerable areas. Consequently, specific prevention actions can be developed for these places, especially in heterogeneous cities.

Vulnerability to COVID-19 in Pernambuco, Brazil: A geospatial evaluation supported by multiple-criteria decision aid methodology.

The paper presents an innovative application to identify areas vulnerable to coronavirus disease 2019 (COVID-19) considering a combination of spatial analysis and a multi-criteria learning approach. We applied this methodology in the state of Pernambuco, Brazil identifying vulnerable areas by considering a set of determinants and risk factors for COVID-19, including demographic, economic and spatial characteristics and the number of human COVID-19 infections. Examining possible patterns over a set number of days taking the number of cases recorded, we arrived at a set of compatible decision rules to explain the relation between risk factors and COVID-19 cases. The results reveal why certain municipalities are critically vulnerable to COVID-19 highlighting locations for which knowledge can be gained about environmental factors.

Flexible TiCux Thin Films with Dual Antimicrobial and Piezoresistive Characteristics.

The eradication of microorganisms from high traffic surfaces to prevent either viral or bacterial infections represents an urgent need, mainly in the scope of the present pandemic scenario. In this context, this work explores the dual functionality of titanium-copper thin films as pressure elements with antimicrobial properties, aiming for the implementation of touch and sensing capabilities in high traffic surfaces. Copper was employed as the antibacterial agent within a titanium matrix. The film's geometry and deposition parameters were varied in order to optimize antimicrobial and piezoresistive response. A considerable antimicrobial response has been obtained, increasing the copper amount (from 23 to 63 at. %) in the titanium matrix, leading to an outstanding 8 log10 CFU bacterial reduction in the case of Escherichia coli. Moreover, for the same amount of copper, the piezoresistive sensibility of the thin films increases up to a maximum gauge factor of 5.18 ± 0.09, which indicates an adequate electromechanical behavior for sensing applications. Our findings demonstrate the best combined antimicrobial and piezoresistive characteristics for the films with a Cu content of 63 at. %, indicating a potential use of these films for electromechanical sensor applications.

Analysis of malaria clinical-epidemiological predictors in individuals from Brazilian Amazon.

This research aims to determine whether the combination of epidemiological and clinical features can predict malaria. Diagnostic investigation detected 22.3% of individuals with Plasmodium vivax (P. vivax) malaria, with significant predominance of the male gender. The malaria triad (fever, chills and headache) had a more expressive frequency (81.1%) in individuals with positive thick blood than those with negative thick blood smear (65.1%), although there was no statistical significance. Among the variables analysed as predictive for positive thick blood smear, it was observed that personal history of travel to an endemic malaria area and past malaria infection (PMI) were significantly associated with malaria, even in multiple logistic regression. Fever had the higher sensitivity (94.6%) and past malaria history had the greater specificity (68.2%), with accuracy of 23.5% and 67.5%, respectively. In combined analysis, fever with chills had the highest sensitivity (91.9%), but low accuracy (38.5%). High specificity (91.5%) was found in the association of malaria triad, PMI and history of travel to endemic malaria area (which along with anorexia, was higher 94.6%), with good accuracy (80.7%), suggesting that the screening of patients for performing thick blood smear can be based on these data. The epidemiological features and the malaria triad (fever, chills and headache) can be predictors for identification of malaria patients, concurring to precocious diagnosis and immediate treatment of individuals with malaria.

Neurofibromatosis type 1: evaluation by chest computed tomography.

OBJECTIVE: The aim of this study was to evaluate chest computed tomography (CT) findings in patients diagnosed with neurofibromatosis type 1 (NF1). MATERIAL AND METHODS: This was a retrospective study in which we reviewed the chest CT scans of 14 patients diagnosed with NF1 and neurofibromatosis-associated diffuse lung disease (NF-DLD). The sample comprised eight women and six men. The median age was 55 years (range, 11-75 years). The diagnosis of NF1 was made on the basis of the diagnostic criteria established by the U.S. National Institutes of Health. The images were analyzed by two chest radiologists, who reached decisions by consensus. RESULTS: The predominant CT finding of NF-DLD was multiple cysts, which were observed in 13 patients (92.9%), followed by emphysema, in eight (57.1%) and subpleural bullae, in six (42.9%). Other findings included subcutaneous neurofibromas, in 12 patients (85.7%), ground-glass opacities, in one (7.1%), and tracheobronchial neurofibromas, in one (7.1%). The pulmonary abnormalities were bilateral in 12 cases (85.7%). The abnormalities were predominantly in the upper lung fields in eight cases (57.1%), and their distribution was random in 11 (78.6%). CONCLUSION: Pulmonary cysts, emphysema, and subpleural bullae appear to be the chest CT findings that are most characteristic of NF-DLD.

OBJETIVO: O objetivo deste estudo foi avaliar os achados pulmonares na tomografia computadorizada do tórax de pacientes diagnosticados com neurofibromatose tipo 1 (NF1). MATERIAIS E MÉTODOS: Foram revisados, retrospectivamente, os achados tomográficos de 14 pacientes com doença pulmonar difusa associada à NF1 (NF-DPD). A amostra incluiu oito mulheres e seis homens, com idade entre 11 e 75 anos (mediana de idade de 55 anos). O diagnóstico foi estabelecido com base em critérios diagnósticos predeterminados pelo National Institutes of Health dos Estados Unidos. As imagens foram analisadas de forma independente por dois radiologistas, que chegaram a um consenso. RESULTADOS: Os achados tomográficos predominantes foram múltiplos cistos em 13 pacientes (92,9%), enfisema em oito (57,1%) e bolhas subpleurais em seis (42,9%). Achados associados incluíram neurofibromas cutâneos e subcutâneos em 12 pacientes (85,7%), opacidades em vidro fosco em um (7,1%) e neurofibromas traqueobrônquicos em um (7,1%). As anormalidades pulmonares foram bilaterais em 12 casos (85,7%). Houve predomínio nos terços superiores em oito (57,1%) pacientes e se distribuíram randomicamente pelos pulmões em 11 (78,6%). CONCLUSÃO: Os achados tomográficos pulmonares mais frequentes na NF-DPD foram os cistos pulmonares, o enfisema e as bolhas subpleurais.

Consensus statement on thoracic radiology terminology in Portuguese used in Brazil and in Portugal.

Effective communication among members of medical teams is an important factor for early and appropriate diagnosis. The terminology used in radiology reports appears in this context as an important link between radiologists and other members of the medical team. Therefore, heterogeneity in the use of terms in reports is an important but little discussed issue. This article is the result of an extensive review of nomenclature in thoracic radiology, including for the first time terms used in X-rays, CT, and MRI, conducted by radiologists from Brazil and Portugal. The objective of this review of medical terminology was to create a standardized language for medical professionals and multidisciplinary teams.

Correction: Mortality risk prediction in high-risk patients undergoing coronary artery bypass grafting: Are traditional risk scores accurate?

[This corrects the article DOI: 10.1371/journal.pone.0255662.].

Directional Field-Dependence of Magnetoimpedance Effect on Integrated YIG/Pt-Stripline System.

We investigated the magnetization dynamics through the magnetoimpedance effect in an integrated YIG/Pt-stripline system in the frequency range of 0.5 up to 2.0 GHz. Specifically, we explore the dependence of the dynamic magnetic behavior on the field orientation by analyzing beyond the traditional longitudinal magnetoimpedance effect of the transverse and perpendicular setups. We disclose here the strong dependence of the effective damping parameter on the field orientation, as well as verification of the very-low damping parameter values for the longitudinal and transverse configurations. We find considerable sensitivity results, bringing to light the facilities to integrate ferrimagnetic insulators in current and future technological applications.