Miracle-dz/UniFAR-FTUs huggingface dataset:
Neuroscience and Biobehavioral Reviews Review from Estimating Activation Locality to Predicting Disorder: a Review of Pattern Recognition for Neuroimaging-based Psychiatric Diagnostics

Psychiatric diagnostics Psychiatric disorders Mental disorders Schizophrenia Bipolar disorder Major depressive disorder Obsessive compulsive disorder Social anxiety disorder Post-traumatic stress disorder Specific phobia Attention-deficit/hyperactivity disorder Autism spectrum disorder a b s t r a c t Psychiatric disorders are increasingly being recognised as having a biological basis, but their diagnosis is made exclusively behaviourally. A promising approach for 'biomarker' discovery has been based on pattern recognition methods applied to neuroimaging data, which could yield clinical utility in future. In this review we survey the literature on pattern recognition for making diagnostic predictions in psychiatric disorders, and evaluate progress made in translating such findings towards clinical application. We evaluate studies on many criteria, including data modalities used, the types of features extracted and algorithm applied. We identify problems common to many studies, such as a relatively small sample size and a primary focus on estimating generalisability within a single study. Furthermore, we highlight challenges that are not widely acknowledged in the field including the importance of accommodating disease prevalence, the necessity of more extensive validation using large carefully acquired samples, the need for methodological innovations to improve accuracy and to discriminate between multiple disorders simultaneously. Finally, we identify specific clinical contexts in which pattern recognition can add value in the short to medium term.
High intensity cycling performances of boys with and without intellectual disability

The purpose of the study was to investigate the reliability, agreement and variability of high intensity cycling exercise in a group of boys with intellectual disability (ID) and also to compare the Wingate Anaerobic Test (WAnT) performances of boys with and without intellectual disability. Sixteen boys with ID and 18 boys without ID with appropriate consent participated in the study. All participants in the study performed a WAnT on two separate test occasions. The results indicate that boys with ID have comparable levels of reliability and agreement in the WAnT as boys without ID but their performances are significantly more variable. The boys with ID were markedly less powerful and had lower post-exercise blood lactate than boys without ID.
Review: The Obesity-Diabetes Association: What Is Different in Indians?

There is a growing epidemic of obesity and type 2 diabetes in the world, more than 75% of the patients are in the developing countries. India is facing a twin burden of under-nutrition and over-nutrition: it figures prominently both in the hunger map of the world as well as being the world’s capital of diabetes. Indians are susceptible to diabetes at a younger age and at a relatively lower BMI compared to the white Caucasians. This is partly explained by the fact that the thin-looking Indians are quite adipose (higher body fat percent). Intrauterine epigenetic regulation could explain the thin-fat Indian body composition. A combination of maternal one carbon metabolism derangement (influenced by vitamin B12 and Folate nutrition) and hyperglycemia appear to be major drivers. Persistent micronutrient abnormalities and rapid economic development seem to contribute to the intergenerational amplification of the diabetes-adiposity epidemic in Indians. Effective curtailment of the growing epidemic may lie in the realm of maternal and child health and nutrition.
The Effects of a Group-Based Social Support Intervention on Cardiovascular Reactivity

This study examined the affect of social support intervention on decreasing psychological and physiological stress. Fifty-seven college students, who scored below the median on functional, structural, and satisfaction measures of social support, were recruited. They were randomly assigned to a social support intervention group or a wait-list control group. The social support treatment condition consisted of 1-hour sessions designed to increase levels of structural and functional support. Participants completed self-report inventories measuring daily stress, physical symptoms, depression, anxiety, and social support both prior to and after treatment. After, participants participated in a laboratory-based psychophysiological assessment that measured their cardiovascular reactivity to a social stressor. Results did not suggest the beneficial effects of a social support intervention on physiological and psychological stress. Both groups showed improvement on most measures. The possible reasons for this are length and content of the intervention, the selection criteria of participants, and group process variables.
More anomaly free models of six-dimensional gauged supergravity

We construct a huge number of anomaly free models of six-dimensional N=(1,0) gauged supergravity. The gauge groups are products of U(1) and SU(2), and every hyperino is charged under some of the gauge groups. It is also found that the potential may have flat directions when the R-symmetry is diagonally gauged together with another gauge group. In an Appendix, we determine the contribution to the global SU(2) anomaly from symplectic Majorana Weyl fermions in six dimensions.
Adherence to the Mediterranean diet reduces mortality in the Spanish cohort of the European Prospective Investigation into Cancer and Nutrition (EPIC-Spain)

Epidemiological studies show that adherence to a Mediterranean diet (MD) increases longevity; however, few studies are restricted to Mediterranean populations or explore the effect of a MD pattern that directly incorporates olive oil. Therefore the relationship between adherence to the MD and mortality was studied within the the Spanish cohort of the European Prospective Investigation into Cancer and Nutrition (EPIC-Spain). The EPIC-Spain analysis included 40 622 participants (37·7 % males) aged 29–69 years who were recruited from five Spanish regions in 1992–1996. During a mean follow-up of 13·4 years, 1855 deaths were documented: 913 from cancer, 399 from CVD, 425 from other causes and 118 from unknown causes of death. Risk of all-cause and cause-specific mortality was assessed according to the level of adherence to a relative MD (rMED) score, measured using an 18-unit scale incorporating nine selected dietary components. A high compared with a low rMED score was associated with a significant reduction in mortality from all causes (hazard ratio (HR) 0·79; 95 % CI 0·69, 0·91), from CVD (HR 0·66; 95 % CI 0·49, 0·89), but not from overall cancer (HR 0·92; 95 % CI 0·75, 1·12). A 2-unit increase in rMED score was associated with a 6 % (P < 0·001) decreased risk of all-cause mortality. A high olive oil intake and moderate alcohol consumption contributed most to this association. In this Spanish cohort, following an olive oil-rich MD was related to a significant reduction in all-cause mortality, and reduced the risk of mortality from CVD. These results support the important role that the MD pattern has on reducing mortality in Mediterranean countries.
Modeling Performance of Parallel Programs

The actual performance of parallel programs is often disappointing, especially in comparison to the peak performance offered by the underlying hardware. There are many sources of performance degradation and understanding these sources is necessary to improve application performance. In this paper we discuss performance modeling, an approach to understanding the performance of parallel systems. We present a survey of current approaches to modeling (both analytical modeling based on system parameters, and structural modeling based on the structure of the program), and propose a combination of these two approaches as a promising direction for new work. This combination is explored by evaluating and proposing improvements to lost cycles analysis, which already contains features from both approaches, and also combines measurement and modeling.
Do Normative Data From the Full WCST Extend to the Abbreviated WCST?

The standard Wisconsin Card Sorting Test (WCST) was administered to a mixed clinical sample of 332 individuals. The full version was compared to the 64-card version (WCST-64) by extracting the results of the first 64 cards. Percent scores for the WCST were converted to standard scores using the normative data corrected for age and education level. Percent scores for WCST-64 were converted to standard scores using the same WCST normative data. WCST-64 scores were not comparable to those obtained from the full WCST. A breakdown of the data based on performance level found WCST-64 to be useful only with respondents obtaining five or more categories by the end of the first deck. The authors recommend caution in applying WCST manual data to the WCST-64 in the clinical setting.
Child's behaviour in mother–child interaction predicts later emotional and behavioural problems

The aims were to examine the association of maternal or child interactive behaviour with emotional and behavioural problems of the child simultaneously and 3 years later, and to assess whether there is continuity in children's emotional and behavioural symptoms from 2 to 5 years. Sixty-five 2-year-old children with their mothers were videotaped during a feeding situation. Their mothers completed the CBCL at 2 years and when the children were 5. Simultaneously, there were no strong correlations between child's emotional and behavioural problems and maternal or child interactive behaviour. Subsequently, mothers' higher sensitivity and more optimal structuring, as well as child's higher involvement of the mother, were associated with lower levels of child externalizing and total problem scores. Also, less responsive children showed more externalizing symptoms 3 years later. There was continuity of emotional and behavioural problems from 2 to 5 years. Problems in mother–child interaction may predict behavioural problems in the child subsequently. Besides maternal behaviour, it is important to consider the interactive behaviour of the child. Children who are less responsive and who show less involvement of the mother are more likely to subsequently present more externalizing symptoms, and these children should be recognized and treated early. Copyright © 2009 John Wiley & Sons, Ltd.
Maintaining the mother–child relationship within the Irish prison system: the practitioner perspective

ABSTRACT There is a dearth of research on the experience of motherhood within the Irish prison system. This paper considers the specific issue of facilitating contact between incarcerated mothers and their children. It is based on a study which explores the views of practitioners working directly with mothers in prison on how the mother–child relationship is accommodated and supported. Data presented are based on eight one-to-one interviews with participants from within the prison system and with participants working in an external support agency. The research findings highlight examples of good practice within the prison system with a sense that participants endeavour to support this relationship whenever possible. Suggestions for improved practice and the associated resource needs are also discussed. Internationally there are many exemplars of supportive initiatives promoting relationships between incarcerated mothers and their children. Such models and the relevant research and literature are considered in this paper. The paper concludes with reflections on the findings of this study with reference to this literature.
The uPart experience: building a wireless sensor network

This paper presents an experience report illustrating the design of the uPart tiny low-power sensor network platform: from the analysis phase over the definition of the application, design and construction of hardware, the implementation of the software and network to the application set-up. uPart sensor nodes were given away in the conference badge to 500 voluntary attendees of the Ubicomp 2005. In our demo application, uParts were able to recognize activities of attendees of the Ubicomp 2005 conference. Design was carried out under serve time and budget restrictions. The paper focuses on reporting design decisions and presents technical details of uPart hardware, firmware and applications. It also shows first qualitative experiences with the run of the system at the conference. The outcome of the paper is a general meta-guideline for designing sensor network systems under similar conditions
Exploring Student Persistence in STEM Programs: A Motivational Model

To address continually decreasing enrollment and rising attrition in post-secondary STEM degree (science, technology, engineering, and mathematics) programs, particularly for women, the present study examines the utility of motivation and emotion variables to account for persistence and achievement in science in male and female students transitioning from high school to junior college. Consistent with self-determination theory (Deci & Ryan, 2012) and achievement-goal theory (Senko, Hulleman, & Harackiewicz, 2011), structural equation modelling based on data from 1,309 students from four English-language CEGEPs showed students’ achievement goals, self-efficacy, and perceived autonomy support to impact intrinsic motivation, emotions, and achievement that, in turn, predicted persistence in the science domain.
Agreement and null subjects in German L2 development: new evidence from reaction-time experiments

In L1 acquisition research, developmental correlations between superfi cially unrelated linguistic phenomena are analysed in terms of clustering effects, resulting from the setting of a particular parameter of Universal Grammar (UG). In German L1 acquisition, there is evidence for a cluster ing of the acquisition of subject-verb agreement and the decrease of (incor rect) null subjects. The developmental connection between these two phenomena in L1 acquisition has been interpreted in terms of parameter setting. Vainikka and Young-Scholten (1994) have claimed that the acqui sition of subject-verb agreement and non-pro-drop in adult L2 learners developmentally coincides in the same way as it does in child L1 learners. This is taken to indicate that UG parameters are fully accessible to adult L2 learners. In this article we will report on reaction-time (RT) experi ments investigating subject-verb agreement and null subjects in 33 Korean learners of German and a control group of 20 German native speakers. Our main finding is that the two phenomena do not covary in the Korean learners indicating that (contra Vainikka and Young-Scholten) properties of agreement and null subjects are acquired separately from one another, rather than through parameter resetting.
Refinancing Pressure and Earnings Management: Evidence from Changes in Short-Term Debt and Discretionary Accruals

In this paper, we investigate whether refinancing pressure leads managers to manipulate earnings. Our tests examine the relation between changes in short-term debt and discretionary accruals. We find that firms have higher discretionary accruals during periods of increasing short-term debt. We also find that this relationship is stronger for firms that ultimately obtain new loan financing. Finally, we show that the presence of investment grade debt attenuates the relationship between discretionary accruals and refinancing pressure.
Methodological Mistakes and Econometric Consequences

Econometric Methodology is based on logical positivist principles. Since logical positivism has collapsed, it is necessary to re-think these foundations. We show that positivist methodology has led econometricians to a meaningless search for patterns in the data. An alternative methodology which relates observed patterns to real causal structures is proposed
Negative Priming Effect on Organic Matter Mineralisation in NE Atlantic Slope Sediments

The priming effect (PE) is a complex phenomenon which describes a modification (acceleration or retardation) in the mineralisation rate of refractory organic matter (OM) following inputs of labile material. PEs are well-studied in terrestrial ecosystems owing to their potential importance in the evolution of soil carbon stocks but have been largely ignored in aquatic systems despite the fact that the prerequisite for their occurrence, i.e. the co-existence of labile and refractory OM, is also true for sediments. We conducted stable isotope tracer experiments in continental margin sediments from the NE Atlantic (550–950 m) to study PE occurrence and intensity in relation to labile OM input. Sediment slurries were treated with increasing quantities of the 13C-labelled diatom Thalassiosira rotula and PE was quantified after 7, 14 and 21 days. There was a stepwise effect of diatom quantity on its mineralisation although mineralisation efficiency dropped with increasing substrate amounts. The addition of diatomaceous OM yielded a negative PE (i.e. retardation of existing sediment OM mineralisation) at the end of the experiment regardless of diatom quantity. Negative PE is often the result of preferential utilisation of the newly deposited labile material by the microbial community (“preferential substrate utilization”, PSU) which is usually observed at excessive substrate additions. The fact that PSU and the associated negative PE occurred even at low substrate levels in this study could be attributed to limited amounts of OM subject to priming in our study area (∼0.2% organic carbon [OC]) which seems to be an exception among continental slopes (typically >0.5%OC). We postulate that PEs will normally be positive in continental slope sediments and that their intensity will be a direct function of sediment OC content. More experiments with varying supply of substrate targeting C-poor vs. C-rich sediments are needed to confirm these hypotheses.
Basal Forebrain Lactate Release and Promotion of Cortical Arousal during Prolonged Waking Is Attenuated in Aging

The wake-promoting basal forebrain (BF) is critically involved in sustaining cortical arousal. In the present study, we investigated how aging affects the capacity of the BF to cope with continuous activation during prolonged waking. Increased neuronal activity induces lactate release in the activated brain area, and BF stimulation increases cortical arousal. We used in vivo microdialysis to measure lactate levels in the BF, and electroencephalography (EEG) to measure cortical arousal, during 3 h sleep deprivation (SD) in three age groups of rats. Lactate increased during SD in young but not in aged (middle-aged and old) rats. The increase in high-frequency (HF) EEG theta power (7–9 Hz), a marker of cortical arousal and active waking, was attenuated in the aged. Furthermore, a positive correlation between BF lactate release and HF EEG theta increase was found in young but not in aged rats. We hypothesized that these age-related attenuations result from reduced capacity of the BF to respond to increased neuronal activation. This was tested by stimulating the BF with glutamate receptor agonist NMDA. Whereas BF stimulation increased waking in young and old rats, lactate increase and the HF EEG theta increase were attenuated in the old. Also, the homeostatic increase in sleep intensity after SD was attenuated in aged rats. Our results suggest that an age-related attenuation in BF function reduces cortical arousal during prolonged waking. As the quality of waking is important in regulating the subsequent sleep, reduced cortical arousal during SD may contribute to the age-related reduction in sleep intensity.
What police leaders learned from “Lincoln on leadership”

Purpose – One of the most popular texts on his subject, Donald T. Phillips’ Lincoln on Leadership – Executive Strategies for Tough Times, offers a superb examination of the President’s views on how to lead an organization. The purpose of this paper is to outline Lincoln’s leadership principles (15 chapters, 126 principles), illustrated and supported by 14 stories that narrated by Lincoln himself. This analysis is based upon papers submitted by police managers who analyzed Lincoln on Leadership that considered his examples through the lenses of their personal and professional experiences in policing. These police managers attended the Administrative Officer’s Course at the Southern Police Institute at the University of Louisville. In their assignment, these students identified three principles and three stories they felt were most significant to police leadership. Design/methodology/approach – The authors conducted a content analysis of police student responses to questions about Lincoln on Leadership. Fin.
Committee Design with Endogenous Participation

We analyze different committee designs in a model with the endogenous participation of experts who have private information about their own abilities. Each committee design involves a test of abilities whose accuracy influences experts' decisions to participate. We derive the following findings. First, higher wages continuously lower the quality of experts on the committee. Second, and as a consequence of this, optimal committees involve low wages. Third, an increase in transparency improves the quality of experts on the committee. Fourth, larger committees attract less able experts than smaller ones, unless the committee operates under full transparency.
The watching eyes phenomenon: The role of a sense of being seen and public self‐awareness

In recent years, a growing number of researchers have examined the watching eyes phenomenon (i.e., increased prosocial and decreased antisocial behavior when subtle watching eyes are present in the environment). Somewhat surprisingly, the questions of how and under what conditions subtle cues of being watched operate have been unanswered so far. The present contribution addresses this research gap. In two studies, we document that (a) subtle cues of being watched induce a sense of being seen and (b) chronic public self-awareness moderates the watching eyes phenomenon in that specifically individuals with strong chronic public self-awareness show more prosocial behavior under conditions of watching eyes. The applicability of subtle cues of being watched in research on social presence is discussed.
A Case Study of Measuring Degeneration of Software Architectures from a Defect Perspective

It is considered that software architecture usually degrades as the system evolves. This phenomenon is termed as architectural degeneration. This paper describes a defect perspective for measuring architectural degeneration. Several metrics are defined for the measurement performed on two versions of a commercial compiler system. The main results are: (1) the architecture degenerates as the system evolves across the two versions, e.g., the quantity of code files changed to fix a source line of code in the following version increased by 90%; and (2) a few, correlated, components ("hotspots") in the architecture contribute more to the degeneration than other components. This implies that measuring architectural degeneration from the defect perspective can offer a potential to improve system quality and reduce maintenance costs.