The UCI public dataset and a self-collected dataset are used to assess the generalization capability and performance of the proposed feature selection method. Eventually, the accuracy reached 99.10% and 99.30% on the self-collected and UCI HAR datasets, respectively.This study analyzes the use of Twitter by Colombian political elites during the Covid-19 pandemic, employing qualitative and quantitative methods and techniques. We collected Twitter data on the Colombian president, the mayor of Bogota, and all the members of the Congress of Colombia. We then analyzed qualitatively the content of the most popular tweets sent by President Iván Duque, Mayor Claudia López, and Gustavo Petro, the leader of the opposition. We also analyzed the growth in the number of their followers during the pandemic. We found that the most popular tweets from Colombian opposition politicians were often related to criticism of the government. López also informed her constituency about the state of the capital. President Duque’s most popular tweets were primarily informative. During the pandemic, all three politicians gained a significant number of Twitter followers.

Novel COVID-19 disease has become a major concern worldwide, and a recent line of research warned that the context of the COVID-19 pandemic may be a major risk factor for developing severe suicidal behaviors. A broad systematic review is needed to cover the studies that have already assessed the potential underlying factors for suicidal behaviors in the context of the COVID-19 outbreak.

A total of 52 studies met the inclusion criteria, and data were then described according to the subsequent categories (1) countries where the studies were carried out; (2) factors impacting suicidal behaviors during the COVID-19 outbreak; and (3) examination of the observed populations.

Findings of the current systematic review suggest that there is a certain amount of heterogeneity in factors impacting suicidal behaviors during the COVID-19 outbreak, with economic downturn, psychiatric vulnerability, isolation and quarantine, health concerns, and relational difficulties being the most prominent reasons for developing suicidal behaviors during the COVID-19 outbreak.

Timely interventions are needed to prevent suicidal behaviors in both the clinical and general populations, and in this regard, the creation of standard procedures may speed up the process.

Timely interventions are needed to prevent suicidal behaviors in both the clinical and general populations, and in this regard, the creation of standard procedures may speed up the process.

In Italy, the number of patients admitted to child and adolescent neuropsychiatry services has almost doubled in the last 10 years. Despite this significant increase in demand, there is still a paucity of literature on mental disorders in the paediatric population. Therefore, we investigated and described the clinical and socio-demographic characteristics of a sample of young Italian inpatients with psychiatric disorders. The aim was to contribute to the jet scarce literature on this topic, while also providing useful information for the clinical-care organisation of mental health services dedicated to children and adolescents.

In this retrospective cohort study, data were collected from 361 hospitalised patients aged̀ 1 to 18 who had been admitted to a Child Neuropsychiatry Unit in Northern Italy, from January 2016 to December 2020. Descriptive analyses, Univariate Analysis of Variance (ANOVA), and Chi-square tests were applied.

During a five-year timeline, a higher admission rate for females was recorgnise and treat mental health issues in this age group.

Ad hoc diagnostic-therapeutic protocols should be developed for psychiatric emergencies, and health personnel should be adequately trained to manage acute psychiatric conditions in developmental age. Primary and secondary prevention programs should be implemented to promptly recognise and treat mental health issues in this age group.

Psychotherapy fragmentation constitutes a significant barrier to progress. In the present article, we argue that emotion regulation processes operate across psychotherapy approaches, serving as an overarching meta-factor of therapeutic change.

Two major therapeutic approaches-psychodynamic and cognitive-behavioural-were examined through the lens of emotion regulation theory. In particular, key constructs within each approach were analyzed in terms of relevant emotion regulation processes.

Emotion regulation processes are an overarching meta-factor relevant to a wide range of therapeutic constructs (e.g., defence mechanisms, internal working models, coping strategies, ruptures/reparations of alliance). Different clinical traditions emphasize different aspects of emotion regulation, mainly in terms of implicit vs explicit emotion regulation processes.

An integrative emotion regulation perspective contributes to our understanding of the core change mechanisms of psychotherapy, with significant implications both for research and clinical practice.

An integrative emotion regulation perspective contributes to our understanding of the core change mechanisms of psychotherapy, with significant implications both for research and clinical practice.

The main purpose of this study was to examine a possible relationship among the three constructs of impulsivity, according to Barratt’s theory and metacognition subdimensions, as described in Wells and Cartwright-Hatton’s theory, in various psychiatric disorders, in order to explore the potential predictive role of impulsivity on metacognition.

The Barratt Impulsiveness Scale-11 (BIS-11) and the Metacognitions Questionnaire (MCQ-30) were administered to a sample of 100 patients affected by psychiatric disorders. Linear regression was used first to study the relationship between impulsivity as an independent variable and metacognition as a dependent variable and then to evaluate the relationship between the three construct of impulsivity and the five subdimensions of metacognition.

BIS-11 total score was a valid predictor of Total MCQ-30 (p <.0001), whereas Attentive Impulsiveness was a good predictor of the factors „Negative Beliefs” (p <.0001), „Cognitive Confidence” (p =.004) and „Need to control thoughts” (p =.002).

since „Attentive Impulsiveness”, „Negative believes”, „Cognitive Confidence” and „Need to Control Thought” are psychological constructs, psychotherapy is the more effective tool to intervene on their imbalance. In particular, literature demonstrates the effectiveness of Cognitive-Behavioural Therapy and Mindfulness therapies in rebalancing impulsivity and enhancing metacognitive skills.

since „Attentive Impulsiveness”, „Negative believes”, „Cognitive Confidence” and „Need to Control Thought” are psychological constructs, psychotherapy is the more effective tool to intervene on their imbalance. In particular, literature demonstrates the effectiveness of Cognitive-Behavioural Therapy and Mindfulness therapies in rebalancing impulsivity and enhancing metacognitive skills.

Calcifications in basal ganglia could be an incidental finding up to 20% of asymptomatic patients undergoing computed tomography (CT) or magnetic resonance imaging (MRI) scan. The presence of neuropsychiatric symptomatology associated with basal ganglia calcifications identifies a clinical entity defined as Fahr’s Disease. This term is used in presence of calcifications secondary to a specific cause, but the variability of etiology, pathogenesis, and clinical picture underlying this condition have raised the question of the real existence of a syndrome. Several classifications based on the etiology, the location of brain calcifications and the clinical presentation have been proposed.

In the present study, we describe the case of a 52 years old man with a Bipolar I disorder diagnosis and a recent onset of behavioral disinhibition and alcohol misuse. The patient came to our center, specialized for bipolar disorder, as a consequence of a progressive worsening of the clinical picture associated to behavioral, a diagnosis of Fahr’s syndrome was suggested. During the hospitalization, the patient showed a good clinical response to a psychopharmacological therapy constituted by two mood stabilizers (lithium carbonate and oxcarbazepine) and mild antipsychotics doses (quetiapine and aripiprazole). Finally, we performed a literature review on the complex and multifaceted neuropsychiatric clinical manifestations of Fahr’s disease in order to provide useful elements in terms of etiology, clinical manifestation, diagnosis, and treatment.

The population’s adhesion to measures to ensure social distancing represents a great management challenge in a pandemic context. Despite of evidence shown that social distancing is effective, lack of adherence still persists in many countries. Therefore, it is challenging to separate the effectiveness of government measures, from social distancing driven by personal initiatives. Theory It is possible that the output of protective behaviors, such as adherence to protective measures and staying in social isolation, is influenced by individual characteristics, such as personality traits or symptoms of mental distress of anxiogenic nature. We hypothesized that individuals with more expressive symptoms of fear or anxiety would have a more protective behavioral tendency in terms of risk exposure, leaving less home during the pandemic. In contrast, individuals with greater emotional stability, as they feel more secure and with a lower perception of risk, could go out more often.

A total of 2709 individuals from D-19 than those with higher levels of anxiogenic dysregulation.

Individuals with greater emotional stability were more likely to leave home during the second wave of COVID-19 than those with higher levels of anxiogenic dysregulation.Peekaboo Vision is an iPad grating acuity app built with typically developing children in mind. Given the ease of using this app in the pediatric age group, this study determined its clinical utility in children with Down syndrome. Two groups of participants (children with Down syndrome and age-matched controls) were included. Presenting binocular grating acuity was measured using Peekaboo Vision and Teller acuity cards II in random order. Parents’ feedback about their child’s engagement and time taken to complete each test was documented. Thirty-seven children with Down syndrome (males = 23; mean age = 8.1 ± 4.2 years) and 28 controls (males = 15; mean age = 8.71 ± 3.84 years) participated. Time taken to complete the tests was comparable (p = 0.83) in children with Down syndrome. Controls were significantly faster with Peekaboo Vision (p = 0.01). Mean logMAR acuities obtained with Peekaboo Vision (0.16 ± 0.34) and Teller acuity cards II (0.63 ± 0.34) were significantly different (p less then 0.001) in children with Down syndrome (mean difference in acuities -0.44 ± 0.38 logMAR (95% LoA -1.18 to 0.3). For controls, the mean logMAR acuity with Peekaboo Vision (-0.13 ± 0.12) and Teller acuity cards II (0.12 ± 0.09) was also found to be significantly different (p less then 0.001) (mean difference in acuities -0.24 ± 0.14 logMAR (95% LoA -0.51 to 0.03) Peekaboo Vision test can be used on children with Down syndrome. Peekaboo Vision and Teller acuity cards II can be used independently but not interchangeably. The differences in the acuity values between the two tests could be a result of the differences in the thresholding paradigms, different testing mediums and the range of acuities covered.