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Capacity deionization (CDI), which combines capacitive carbon electrodes and redox-active electrodes, has emerged as a promising method for water desalination. It enables higher ion removal capacity than CDI-containing carbonaceous electrodes. Our work aimed to synthesize layered structure δ-MnO2/CNTs composites via the sol-gel method, examining their suitability for hybrid capacitive deionization (HCDI). The XRD results showed a layered structure birnessite for all composites with a distance interlayer over 7.0 Å, while the SEM images confirmed the intercopration of MnO2 particles and CNT fibers. The electrochemical evaluations evidenced the role of CNTs in enhancing the charge transfer and ionic diffusion in composites. Composite δ-MnO2/CNTs presented a specific capacitance of 160 F g−1 at a charge-discharge rate of 1 A g-1 upon 1600 cycles. In salt removal performance, the asymmetric cell AC||δ-MnO2/CNTs-1 showed the highest salt adsorption capacity (SAC) of 30.2 mg g−1 and fast average salt adsorption rate (ASAR) of 3 mg g−1 s−1 under a constant applied potential 1.4 V in 200 ppm NaCl, rendering it a promising candidate for efficient and sustainable desalination technology. [ABSTRACT FROM AUTHOR]

Object coreference resolution is used in sentiment analysis to identify sentiment words referring to an aspect of an object in a document. However, this poses a challenge in natural language processing and is consequently an area of ongoing research. Further, to the best of our knowledge, object coreference resolution with more than one object has not been given much attention. To effectively address object coreference resolution, this paper proposes a method in which machine learning is applied to a large volume of textual data represented by context vectors, constituting a new form of language representation. The proposed machine learning model uses these vectors to achieve state-of-the-art performance in object coreference resolution. In addition, a combination of dependency grammar, sentiment ontology, and coreference graphs is used to obtain triplets of object, aspect, and sentiment. In experiments conducted on sentiment textual data obtained from Amazon.com, the proposed method achieved an average coreference resolution of object, aspect, and sentiment precision value of approximately 90%. This result suggests that the proposed method can contribute considerably to the field of object coreference resolution, and further research is therefore warranted. [ABSTRACT FROM AUTHOR]

Recent studies continue to find evidence linking Type 2 diabetes (T2D) with Alzheimer's disease (AD), the most common cause of dementia, a general term for memory loss and other cognitive abilities serious enough to interfere with daily life. Insulin resistance or dysfunction of insulin signaling is a universal feature of T2D, the main culprit for altered glucose metabolism and its interdependence on cell death pathways, forming the basis of linking T2D with AD as it may exacerbate Aβ accumulation, tau hyperphosphorylation and devastates glucose transportation, energy metabolism, hippocampal framework and promulgate inflammatory pathways. The current work demonstrates the basic mechanisms of the insulin resistance mediates dysregulation of bioenergetics and progress to AD as a mechanistic link between diabetes mellitus and AD. This work also aimed to provide a potential and feasible zone to succeed in the development of therapies in AD by enhanced hypometabolism and altered insulin signaling. [ABSTRACT FROM AUTHOR]

Introduction: Despite the numerous studies investigating drug-induced anaphylaxis (DIA), understanding and quantitative data analysis in developing countries remain limited. The aim of our study is to describe and quantify DIA using the National Pharmacovigilance Database of Vietnam (NPDV).Methods: Spontaneous reporting of adverse drug reactions (ADRs) recorded between 2010 and 2016 were retrospectively analysed to identify DIA reports. The trend and characteristics of DIA cases were described. Multivariate disproportionality analysis was used for signal generation.Results: Overall, 4873 DIA cases (13.2% of total ADRs) were recorded in the NPDV, 111 of which resulted in death (82% of total ADR-induced deaths) over a 7-year period. There was a remarkable increase in DIA reporting over time (p < 0.001). The incidence rates of DIA reporting per total ADRs and per 100,000 inhabitants remained high (mean rates [95% CI] of 12.06 [9.88-14.24] and 0.77 [0.33-1.20], respectively). Concerning suspected drugs, systemic antibiotics (n = 3318, 68%) were mostly reported with a reporting odds ratio (ROR) and 95% CI of 2.35 [2.20-2.51]. In the case of antibiotic-induced anaphylaxis, the third-generation cephalosporins were predominant (n = 1961, 40.2%, ROR 2.39 [2.24-2.55]). We also noted drugs generally associated with DIA such as contrast agents (ROR 2.43 [2.04-2.88]) and anaesthetics (ROR 4.02 [3.30-4.89]). Furthermore, unexpected signals were observed for alpha-chymotrypsin (ROR 1.75 [1.23-2.44]) and amoxicillin/sulbactam (ROR 1.59 [1.18-2.10]), uncommonly reported in western countries.Conclusion: In recent years, cases of drug-induced DIA have increased in Vietnam, mostly due to antibiotics and third-generation cephalosporins. The inappropriate use of these drugs should be taken into account. Our findings also highlighted typical Vietnamese signals for alpha-chymotrypsin- and amoxicillin/sulbactam-induced anaphylaxis, which may relate to a specific sociological context in resource-limited countries. [ABSTRACT FROM AUTHOR]

Literature on common-interest development (CID) in housing, most common in the form of gated communities, has been based largely on the US’s experience, where the interpretation has centered on the interaction between three actors (local government, private developer, and homeowner association) and barely focused on the privatization of neighborhood governance in transition economies. This paper, through a case study of gated community in Phu My Hung new town shows that Ho Chi Minh City, Vietnam—in the context of transition from centrally-planned to market-based economy—has been witnessing this privatized phenomenon of neighborhood governance. It employs both primary data, collected through observation and key informant interview, and secondary data to explain the contextual factors for the rise of gated communities in the city and find out the mechanism of neighborhood governance. In the city, housing privatization reforms, influx of foreign direct investment, and the formation of urban middle class have constituted the supply- and demand-side factors for the rise of gated communities. In addition, the reforms towards grassroots participation created a favorable environment for a privatization of neighborhood governance in which the private developer plays a dominant role in partnership with local government and homeowner association. To a certain extent, this privatization is similar to the case of US’s gated communities, however, it does not threaten the public authority and instead maintains a good collaboration between these three actors. This is an indigenous innovation of gated communities in Vietnam due to its socio-economic conditions and political context. [ABSTRACT FROM AUTHOR]

This research presents a comprehensive framework for assessing design thinking competencies in the context of STE(A)M education, specifically within the Vietnamese educational system. The study, conducted over a period from September 2022 to February 2023, involved 935 high school students in Vietnam. The framework development utilized advanced statistical techniques, including first- and second-order Confirmatory Factor Analysis (CFA), to ensure a robust psychometric assessment. The framework comprises five competency factors: empathy, problem setting, ideation, modelling, reasoning, and process management. The research findings demonstrated that the developed tool meets the criteria for internal consistency, reliability and validity, providing a valuable instrument for assessing students’ design thinking competencies in the Vietnamese STE(A)M education context. The study’s meticulous and rigorous psychometric evaluation represents a significant contribution to the understanding of design thinking competencies in the Vietnamese educational domain. Furthermore, the implications of the results extend beyond the Vietnamese context and have relevance for international education. The study enriches the understanding of measuring design thinking competencies in the context of STE(A)M education, providing valuable insights for educators and policymakers not only in Vietnam but also in other countries. The rigorous methodology and statistical analyses employed in the study contribute to the broader discourse on design thinking competencies in international educational settings. [ABSTRACT FROM AUTHOR]