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The large amount of synchrophasor data obtained by Phasor Measurement Units (PMUs) provides dynamic visibility of power systems. As the data is being collected from geographically distant locations facilitated by computer networks, the data quality can be compromised by data losses, bad data, and cybernetic attacks. Data privacy is also an increasing concern. This chapter, describes a common framework of methods for data recovery, error correction, detection and correction of cybernetic attacks, and data privacy enhancement by exploiting the intrinsic low-dimensional structures in the high-dimensional spatial-temporal blocks of PMU data. The developed data-driven approaches are computationally eﬃcient with provable analytical guarantees. For instance, the data recovery method can recover the ground-truth data even if simultaneous and consecutive data losses and errors happen across all PMU channels for some time. This approach can identify PMU channels that are under false data injection attacks by locating abnormal dynamics in the data. Random noise and quantization can be applied to the measurements before transmission to compress the data and enhance data privacy.
We performed a retrospective analysis of the changes in accuracy of International Classification of Diseases, Clinical Modification (ICD-CM) diagnosis codes for colectomy and hysterectomy surgical site infection surveillance. After the transition from ICD-CM ninth edition to tenth edition codes, there was no significant change in the accuracy of these codes for SSI surveillance.
To evaluate the dynamic properties of a coupled structure based on the dynamic properties of its substructures, this paper investigates the dynamic substructuring issue from the perspective of response prediction. The main idea is that the connecting forces at the interface of substructures can be expressed by the unknown coupled structural responses, and the responses can be solved rather easily. Not only rigidly coupled structures but also resiliently coupled structures are investigated. In order to further comprehend and visualize the nature of coupling problems, the Neumann series expansion for a matrix describing the relation between the coupled and uncoupled substructures is also introduced in this paper. Compared with existing response prediction methods, the proposed method does not have to measure any forces, which makes it easier to apply than the others. Clearly, the frequency response function matrix of coupled structures can be derived directly based on the response prediction method. Compared with existing frequency response function synthesis methods, it is more straightforward and comprehensible. Through demonstration of two examples, it is concluded that the proposed method can deal with structural coupling problems very well.
The coronavirus disease 2019 (COVID-19) pandemic has led to significant strain on front-line healthcare workers.
In this multicentre study, we compared the psychological outcomes during the COVID-19 pandemic in various countries in the Asia-Pacific region and identified factors associated with adverse psychological outcomes.
From 29 April to 4 June 2020, the study recruited healthcare workers from major healthcare institutions in five countries in the Asia-Pacific region. A self-administrated survey that collected information on prior medical conditions, presence of symptoms, and scores on the Depression Anxiety Stress Scales and the Impact of Events Scale-Revised were used. The prevalence of depression, anxiety, stress and post-traumatic stress disorder (PTSD) relating to COVID-19 was compared, and multivariable logistic regression identified independent factors associated with adverse psychological outcomes within each country.
A total of 1146 participants from India, Indonesia, Singapore, Malaysia and Vietnam were studied. Despite having the lowest volume of cases, Vietnam displayed the highest prevalence of PTSD. In contrast, Singapore reported the highest case volume, but had a lower prevalence of depression and anxiety. In the multivariable analysis, we found that non-medically trained personnel, the presence of physical symptoms and presence of prior medical conditions were independent predictors across the participating countries.
This study highlights that the varied prevalence of psychological adversity among healthcare workers is independent of the burden of COVID-19 cases within each country. Early psychological interventions may be beneficial for the vulnerable groups of healthcare workers with presence of physical symptoms, prior medical conditions and those who are not medically trained.
Healthy older adults typically retain high functioning in the social realm. Nevertheless, social networks, social support, and qualities of relationships vary in late life. This chapter addresses three questions: (1) What areas of cognitive functioning are associated with the social realm? (2) What mechanisms account for these associations? (3) Do these patterns extend to pathological declines associated with dementia? Individuals with a diversity of social partners retain general cognitive functioning more so than individuals with a limited set of social partners. Social integration provides stimulation and activities, and mitigates negative emotion in ways that contribute to cognitive health. Findings suggest that social ties cannot deter pathological declines associated with dementia. In sum, a wide range of social partners appears to be one of multiple resources (e.g., higher socioeconomic status, better locus of control, better health behaviors) that help maintain cognitive functioning in late life.
To estimate the heritability of personality of children by using a twin design method of quantitative genetic analysis. To analysis the influences of family environment on children personality.
EPQ(Eysenck Personality questionnaire) applying on twins children aged 6-16years to evaluate the children personality.
The general questionnaire, PSDQ Parenting Style and Dimension Questionnaire, FAD-GFS(The General Functioning Scale of the MacMaster Family Activity Device), SLE(stressful life events), FSQ(Family Stresses Questionnaire), FLQ(Family Life Questionnaire), EFQ(Everyday Feelings) were used to collect information about family environment from parents. Zygosity was determined by the DNA picked up from cheek mucosa of twins children. Holzinger analysis was employed to estimate the heritability of mental health.
122 pairs(244 children) of twins (103 twin pairs DNA were picked up successfully), including 54 MZ twin pairs and 49 DZ twin pairs.The heritability of personality:N(Extrovision-Introvision):0.71,P(Psychoticism):0.56,L(Lie):0.43,E(Neuroticism):0.07.
In twins family educated-year of father was significantly correlated with EPQ-E,EPQ-N(r = 0.167,0.145);educated-year of mather was significantly correlated with EPQ-N(r = -0.145);the score of FAD-GFS was significantly correlated with EPQ-E(r = - 0.235);FLQ was significantly correlated with EPQ-n(r = 0.356);the score of father authoritative parenting style was significantly correlated with EPQ-p r = -0.196 ;the score of mather authoritative parenting style was significantly correlated with EPQ-e r = 0.230. the score of family cohesion was significantly correlated with EPQ-n(r = 0.198).
Emotional problems were influenced by genetic factors most followed by inattention-hyperactivity problems and total difficulties environment factors play a main role in conduct problems and prosocial degree while peer problems were only influenced by environment factors. Each aspect of family environment, influence children personality and mental differently.
To introduce some questionnaires related to family environment such as FAD-GFS (The General Functioning Scale of the MacMaster Family Activity Device), SLE (stressful life events), FSQ (Family Stresses Questionnaire), FLQ (Family Life Questionnaire), EFQ (Everyday Feelings Questionnaire) and evaluate their validity and reliability.
Using cross-sectional design. The general questionnaire, FAD-GFS, SLE, FSQ, FLQ, EFQ were used to collect information about family environment from 504 parents of only children FACESII-CV and Index of General Affect were used as scale of criteria related.
The reliability and validity of FAD-GFS, SLE, FSQ, FLQ, EFQ is: Cronbach coefficient were 0.695 to 0.749; re-test reliability were 0.712 to 0.901; The scores of the scale in those questionnaires were correlated with each factor significantly and the coefficient of correlation is more than those between each factor of those scales. The correlation between the scores of FSQ, EFQ and the scores of Index of General Affect was-0.192, 0.539; The correlation between the scores of FAD-GFS, FLQ the score of total and three factor differently and the scores of family cohesion scores (FACESII-CV) was -0.423, 0.237, 0.514, 0.302, 0.210.
FAD-GFS, SLE, FSQ, FLQ, EFQ has good reliability and validity, in line with requirements of psychometric and is useful as a tool to evaluate the family environment.
Psychiatric comorbidity is an important aspect of neurological disorders. It affects about 30-50% of neurologic patients but is frequently underrecognized.
Our objective was to determine the prevalence and severity of the symptoms of mental disorders in neurologic in-patients.
Between May and September 2014, all neurologic in-patients of a university neurologic center were asked to complete two self report questionnaires for assessing symptoms of mental disorders, namely the Beck Depression Inventory (BDI) and the Brief Symptom Inventory (BSI), which allow to assess a range of nine different psychiatric domains. We performed a multivariate covariance analysis in order to relate the type and frequency of symptoms of mental disorders with the neurological discharge diagnosis, while age, gender, and duration of in-patient treatment served as putative covariates.
Of all responders (n = 157), 51% stated to have suffered from psychological distress within the past seven days, and 43% indicated depressive symptoms (21% mild, 17% moderate, 5% severe). The mean global severity index GSI (M = 0.64, SD = 0.52) exceeded the 1 SD range of healthy persons but was lower than that of psychiatric in-patients known from the literature. Furthermore, our subanalysis revealed different patterns of symptoms of mental disorders between neurologic patients with degenerative, vascular, demyelinating or epileptic disoders.
Psychometric measurement is useful to characterize the burden of the symptoms of mental disorders and will be used to further develop the psychiatric liaison services.
Many MRI studies have cited major depression, with or without anti-depressive treatment, associated with structural plasticity changing in several brain regions. Few of these studies researched the effect of the anti-depressive treatment, electroconvulsive therapy (ECT), on depression.
To assess the influence of ECT on the brain structure change during the treatment process by utilizing the voxel-based morphometry (VBM) analysis.
To determine whether ECT alter brain structure.
We performed HAMD ratings and MRI scans on 12 depressive patients during ECT, analyzing the data by VBM with SPM8 software's family-wise error correction (FWE).
The researchers found volumes changes in white matter in 37 regions between pre-ECT and post-ECT1, but only one region changing between pre-ECT and post-ECT8. Seven regions changing in grey matter between pre-ECT and post-ECT 1⌧but none regions changing between pre-ECT and post-ECT8.
The density changes in several brain regions after a single ECT stimuli, but return to the original level after completing the eighth ECT. Our finding supports that ECT may play a temporary role in treating major depression but do not permanently alter the structures of brain.
To evaluate the validity and reliability of the Chinese version of PSDQ Parenting Styles And Dimensions Questionnaire, PSDQ.
443 parents whose children aged 6 to 16 who lived in Chongqing were selected. 52 of them were retested 6 weeks later in order to assess the retest reliability. Determination of reliability include:internal consistency: to calculate Cronbach coefficient; coefficient of retest reliability: to calculate Person correlation of results of the results in every subscale in twice measurements of 52 parents. Determination of validity: content validity, structural validity, discriminant validity, confirmatory factor analysis.
For each subscale and factor, the values of kappa for inter - rater reliability were 0.625 to 0.884 (p < 0. 05); retest reliability were 0.537 to 0.832 (p < 0. 05) ; The scores of the subscale in the PSDQ were correlated with each factor significantly (coefficient of correlation: 0.732 to 0.951,p < 0. 05) and the coefficient of correlation is more than those between each factor of this subscale(coefficient of correlation: 0.382-0.834,p < 0. 05). Maker of confirmatory factor analysis show met the criteria standard for adequacy of fit. CMIN/df: 2.218-3.745; TLI: 0.808-0.920; RMSEA: 0.052-0.079; MECVI of default model is very close to that of saturated model, most of proliferation index are more than 0.8.
Parenting Styles And Dimensions Questionnaire (PSDQ) has good reliability and validity, in line with requirements of Psychometric is useful as a tool to evaluate the parenting styles from parents.
To analysis the influences of family environment on only-children personality.
Using cross-sectional design only-children aged 6–16years were recruited. using EPQ applying on children to evaluate the children personality. the general questionnaire▮ PSDQ▮FAD-GFS▮SLE▮FSQ▮FLQ▮EFQ were used to collect information about family environment from parents.
In only-child family, standardized regression equation of family environment influence on children personality and mental health:
EPQ-p = 0.087*sle+0.207*father autocratic parenting+0.131*educational of father + 0.110 *family type -0.110*role of discipline-0.080*parental attitude+0.087* family adaptability; EPQ-e=0.105*EFQ -0.088* SLE- 0.101 * family income; EPQ-n = 0.143*SLE-0.090*family cohesion+0.089* family income +0.117 *the attitude of the old-0.138*the role of child experiments of FLQ-0.101* parents shaping the behavior of children of FLQ▮EPQ - l = - 0.136* SLE - 0.093* relationship between parents -0.155*attitude of the old▮
Each aspect of family environment, influence children personality and mental differently.
Using cross-sectional design▮twins and only children aged 6–16years were recruited. Using SDQ which was examined by parents and children (> = 11) to evaluate the children mental health and using EPQ applying on children to evaluate the children personality. the general questionnaire, PSDQ▮FAD-GFS▮SLE▮FSQ▮FLQ▮EFQ were used to collect information about family environment from parents. Zygosity was determined by the DNA picked up from cheek mucosa of twins children. Holzinger analysis was employed to estimate the heritability of personality and mental health. the stastic methods include t-test, nonparametric test, pearson correlation, spearman correlation.
122 pairs(244 children) of twins and 504 only children were participated in this study. the scores of four dimension of EPQ and five factor of SDQ have significant difference(Except for inattention-hyperactivity factor) between twin child and only child, the scores of EFQ,FLQ,FACES = 2 * ROMAN II-CV, FSQ, FAD-GFS have significant difference between the twins children family and the only child family.
Except for inattention-hyperactivity problems, there is obvious different in children personality▮mental health and their family environment between twin and only-child.
To estimate the heritability of mental health of children by using a twin design method of quantitative genetic analysis. To analysis the influences of family environment on children mental health.
Using cross-sectional design twins aged 6–16 years were recruited. Using SDQ(Strengths and Difficulties Questionnaire)which was examined by parents (>=11)to evaluate the children mental health. The general questionnaire, FADGFS (General Functioning Scale of the MacMaster Family Activity Device), SLE (stressful life events), FSQ (Family Stresses Questionnaire), FLQ (Family Life Questionnaire), EFQ (Everyday Feelings Questionnaire) were used to collect information about family environment from parents. Zygosity was determined by the DNA picked up from cheek mucosa of twins children. Holzinger analysis was employed to estimate the heritability of mental health.
122 pairs of twins (103 pairs DNA were picked up successfully, including 54 MZ and 49 DZ twin pairs.Heritability of mental health: emot (emotion): 0.86, hyper (hyperactivity): 0.75, total: 0.61, cond (conduct): 0.4, proso (prosocial): 0.12, peer (peer): −0.97. In twins family the score of FAD-GFS was significantly correlated with proso (r = −0.200), the score of FSQ, EFQ was significantly correlated with total (r = 0.206, −0.304), FLQ(include three factor) was significantly correlated with total, proso (r = − 0.472, 0.389; r = −0.277,.247; r = −0.298,0.364), the score of father authoritative parenting style was significantly correlated with total, proso r = −0.244,0.207 the score of mather authoritative parenting style was significantly correlated with total, proso r = −0.437, 0.342. The score of family cohesion was significantly correlated with total proso (r = −0.315,0.432), the score of family adaptability was significantly correlated with total, proso r = −0.359, 0.357.
Emotional problems were influenced by genetic factors most followed by inattention-hyperactivity problems and total difficulties environment factors play a main role in conduct problems and prosocial degree while peer problems were only influenced by environment factors. Each aspect of family environment influence children mental health differently.
The aim of this study was to develop and externally validate a simple-to-use nomogram for predicting the survival of hospitalised human immunodeficiency virus/acquired immunodeficiency syndrome (HIV/AIDS) patients (hospitalised person living with HIV/AIDS (PLWHAs)). Hospitalised PLWHAs (n = 3724) between January 2012 and December 2014 were enrolled in the training cohort. HIV-infected inpatients (n = 1987) admitted in 2015 were included as the external-validation cohort. The least absolute shrinkage and selection operator method was used to perform data dimension reduction and select the optimal predictors. The nomogram incorporated 11 independent predictors, including occupation, antiretroviral therapy, pneumonia, tuberculosis, Talaromyces marneffei, hypertension, septicemia, anaemia, respiratory failure, hypoproteinemia and electrolyte disturbances. The Likelihood χ2 statistic of the model was 516.30 (P = 0.000). Integrated Brier Score was 0.076 and Brier scores of the nomogram at the 10-day and 20-day time points were 0.046 and 0.071, respectively. The area under the curves for receiver operating characteristic were 0.819 and 0.828, and precision-recall curves were 0.242 and 0.378 at two time points. Calibration plots and decision curve analysis in the two sets showed good performance and a high net benefit of nomogram. In conclusion, the nomogram developed in the current study has relatively high calibration and is clinically useful. It provides a convenient and useful tool for timely clinical decision-making and the risk management of hospitalised PLWHAs.
A scalable battery recycling strategy to recover and regenerate solid electrolytes and cathode materials in spent all solid-state batteries, reducing energy consumption and greenhouse gases.
With the rapidly increasing ubiquity of lithium-ion batteries (LIBs), sustainable battery recycling is a matter of growing urgency. The major challenge faced in LIB sustainability lies with the fact that the current LIBs are not designed for recycling, making it difficult to engineer recycling approaches that avoid breaking batteries down into their raw materials. Thus, it is prudent to explore new approaches to both fabricate and recycle next-generation batteries before they enter the market. Here, we developed a sustainable design and scalable recycling strategy for next-generation all solid-state batteries (ASSBs). We use the EverBatt model to analyze the relative energy consumption and environmental impact compared to conventional recycling methods. We demonstrate efficient separation and recovery of spent solid electrolytes and electrodes from a lithium metal ASSB and directly regenerate them into usable formats without damaging their core chemical structure. The recycled materials are then reconstituted to fabricate new batteries, achieving similar performance as pristine ASSBs, completing the cycle. This work demonstrates the first fully recycled ASSB and provides critical design consideration for future sustainable batteries.
Distinguishing between hypertrophic cardiomyopathy and other causes ofleft ventricular hypertrophy can be difficult in children. We hypothesised that cardiac MRI T1 mapping could improve diagnosis of paediatric hypertrophic cardiomyopathy and that measures of myocardial function would correlate with T1 times and extracellular volume fraction.
Thirty patients with hypertrophic cardiomyopathy completed MRI with tissue tagging, T1-mapping, and late gadolinium enhancement. Left ventricular circumferential strain was calculated from tagged images. T1, partition coefficient, and synthetic extracellular volume were measured at base, mid, apex, and thickest area of myocardial hypertrophy. MRI measures compared to cohort of 19 healthy children and young adults. Mann–Whitney U, Spearman’s rho, and multivariable logistic regression were used for statistical analysis.
Hypertrophic cardiomyopathy patients had increased left ventricular ejection fraction and indexed mass. Hypertrophic cardiomyopathy patients had decreased global strain and increased native T1 (−14.3% interquartile range [−16.0, −12.1] versus −17.3% [−19.0, −15.7], p < 0.001 and 1015 ms [991, 1026] versus 990 ms [972, 1001], p = 0.019). Partition coefficient and synthetic extracellular volume were not increased in hypertrophic cardiomyopathy. Global native T1 correlated inversely with ejection fraction (ρ = −0.63, p = 0.002) and directly with global strain (ρ = 0.51, p = 0.019). A logistic regression model using ejection fraction and native T1 distinguished between hypertrophic cardiomyopathy and control with an area under the receiver operating characteristic curve of 0.91.
In this cohort of paediatric hypertrophic cardiomyopathy, strain was decreased and native T1 was increased compared with controls. Native T1 correlated with both ejection fraction and strain, and a model using native T1 and ejection fraction differentiated patients with and without hypertrophic cardiomyopathy.
Myocardial strain measurements are increasingly used to detect complications following heart transplantation. However, the temporal association of these changes with allograft rejection is not well defined. The aim of this study was to describe the evolution of strain measurements prior to the diagnosis of rejection in paediatric heart transplant recipients.
All paediatric heart transplant recipients (2004–2015) with at least one episode of acute rejection were identified. Longitudinal and circumferential strain measurements were assessed at the time of rejection and retrospectively on all echocardiograms until the most recent negative biopsy. Smoothing technique (LOESS) was used to visualise the changes of each variable over time and estimate the time preceding rejection at which alterations are first detectable.
A total of 58 rejection episodes were included from 37 unique patients. In the presence of rejection, there were decrements from baseline in global longitudinal strain (−18.2 versus −14.1), global circumferential strain (−24.1 versus −19.6), longitudinal strain rate (−1 versus −0.8), circumferential strain rate (−1.3 versus −1.1), peak longitudinal early diastolic strain rate (1.3 versus 1), and peak circumferential early diastolic strain rate (1.5 versus 1.3) (p<0.01 for all). The earliest detectable changes occurred 45 days prior to rejection with simultaneous alterations in myocardial strain and ejection fraction.
Changes in graft function can be detected non-invasively prior to the diagnosis of rejection. However, changes in strain occur concurrently with a decline in ejection fraction. Strain measurements aid in the non-invasive detection of rejection, but may not facilitate earlier diagnosis compared to more traditional measures of ventricular function.