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NLR is an accessible biomarker in clinical practice, and in PD patients it could guide the therapeutic strategy and be a predictor of response.Social anxiety disorder (SAD) is one of the most common mental health disorders in youth, defined by a persistent and intense fear of negative evaluation by others. Recent research has examined its neurological underpinnings, including structural connectivity changes in the brain. This has been examined through measurement of the white matter (WM) structure of fibre pathways. Previous studies have shown inconsistent results. This study attempts to resolve these inconsistencies by utilising a recently proposed, advanced method for diffusion MRI analysis, known as fixel based analysis (FBA). This technique enables examination of WM macro- and micro-structure with measures of fibre density (FD), fibre bundle cross-section (FC) and fibre density-cross-section (FDC). This study evidenced increased FDC in a region of the right superior longitudinal fasciculus (SLF) from a whole brain FBA, along with increased FC and FDC from an analysis restricted to a-priori tracts of interest, in regions of the right inferior longitudinal fasciculus (R-ILF). The average FDC of the left uncinate fasciculus (L-UF) was also increased. To examine the relationship between WM structure and severity of symptoms, these FBA metrics were correlated with Leibowitz Social Anxiety Scale (LSAS) scores. From the tract-restricted analysis an inverse correlation between FC and LSAS scores was found in the R-ILF. The average FC of the R-ILF was also inversely correlated with symptom severity. By utilising a more sensitive and fibre-specific method of analysis than previous studies, these findings highlight innovative outcomes relating to white matter in numerous fibre tracts.Decades of research on trauma patients have shown that a post-traumatic stress disorder (PTSD) diagnosis does not always cover the full spectrum of symptoms after severe trauma. Complex PTSD (CPTSD) was recently introduced in the International Classification of Diseases 11th Revision. There have been no published studies on CPTSD in the South Asian region to date. The objective of this study was to evaluate CPTSD in a sample of trauma patients in Nepal. We also examined quality of life (QOL) and mental health comorbidities and their association with CPTSD caseness. One hundred patients with a history of trauma who visited the outpatient psychiatry clinic at a hospital in Kathmandu from 2017 to 2018 were assessed. The Composite International Diagnostic Interview Version 2.1 was used to evaluate PTSD, major depressive disorder, and generalized anxiety disorder (GAD). Disturbance of self-organization symptoms from the Structured Interview for Disorders of Extreme Stress (SIDES) together with the PTSD diagnosis was used to confirm CPTSD caseness. The World Health Organization (WHO) QOL Scale Brief Version (WHOQOL-BREF) was used to assess QOL in four domains. Among the 83 patients who had PTSD, 42 also had CPTSD. CPTSD was significantly associated with major depressive disorder, GAD, female gender, and lower QOL in all four domains. CPTSD was prevalent among these patients. Having CPTSD was significantly associated with worse outcomes in terms of QOL and comorbid mental disorders, even with similar trauma. There is a need to explore CPTSD symptoms and to address trauma patients with CPTSD in this region.Europe was the second most affected continent by the 2019 coronavirus disease (COVID-19) pandemic, with Italy paying very high death tolls, especially in Lombardy, a region in Northern Italy. The pandemic profoundly impacted mental health and the world's rates of suicide since its outbreak. COVID-19-related suicide rates nonetheless followed a non-linear trend over the pandemic, decreasing after the COVID-19 outbreak, then raising during an extended follow-up period. Thus, we aimed to further assess the suicide rates in Lombardy. We carried out a retrospective analysis of all the autopsies performed in the year 2020 and within the first four months of the year 2021 through the database of the Institute of Forensic Medicine in Milan. In the year 2020, the recorded suicides decreased in comparison to 2016-2019 (21.19-22.97% of the autopsies), being 98 (18.08% out of 542 autopsies), while, in the first 4 months of the year 2021, 35 suicides were documented (185 autopsies, overall). Since the region of Lombardy was severely affected by COVID-19 since the early months of the year 2020, the extended retrospective follow-up allowed for firmer conclusions and insights about the need to extend the follow-up of COVID-19 pandemic beyond the first months after the outbreak, worldwide. This is with special emphasis towards the need to allocate the proper funds for mental health prevention for the general population as well as the most vulnerable ones, such as people with severe mental illness and caregivers, frontline health workers, and others bereaved by COVID-19.

As patients with severe mental illness are at increased risk for COVID-19 mortality, the issue of willingness to be vaccinated is of extreme importance.

During February 2021 Shalvata Mental Health hospital provided Covid-19 vaccines to its patients. Fifty one patients suffering from severe mental illness, out of 196 patients hospitalized in closed, open or day wards during that period, signed the informed consent and were assessed for their clinical condition (OQ-45), fear of Covid-19 (FCV-19S) and approach to the vaccine (C19-VHS). All patients who were not vaccinated in February 2021 (baseline) were re-approached a month later to assess whether they had gotten vaccinated since.

Patients who were not vaccinated at baseline had an oppositional approach to the vaccine, and did not significantly differ in their fear of Covid-19 levels or in levels of clinical severity (t(49)=2.51, p=0.02) from those who were vaccinated. From the 29 patients who were not vaccinated at baseline approach to the vaccine was a good predictor to getting vaccinated after one month (79% positive predictive value).

The majority of patients suffering from a severe mental illness are willing to get vaccinated, and their decision of whether or not to get vaccinated is based on their viewpoint on the vaccine rather than being an outcome of their level of distress (OQ-45). It is important to allow vaccine accessibility to hospitalized patients, to consider their opinions and to provide useful information to lower vaccine hesitancy and improve vaccination rates.

The majority of patients suffering from a severe mental illness are willing to get vaccinated, and their decision of whether or not to get vaccinated is based on their viewpoint on the vaccine rather than being an outcome of their level of distress (OQ-45). It is important to allow vaccine accessibility to hospitalized patients, to consider their opinions and to provide useful information to lower vaccine hesitancy and improve vaccination rates.

There is a pandemic of physical inactivity in children. Compared to children with typical development (TD), those with developmental coordination disorder (DCD) are less physically active. Mastery of movement skills such as fundamental movement skills (FMS) are potential correlates of physical activity.

To examine the associations of FMS with moderate-to-vigorous physical activity (MVPA) and sedentary behavior (SB) in children with DCD and TD.

This cross-sectional study included 172 children with DCD (n = 73; boys = 49) or TD (n = 99; boys = 48) aged 6-10 years. Five components of FMS (running, jumping, throwing, catching, kicking) were assessed using process- and product- oriented approaches using the Test of Gross Motor Development-second edition. The time spent in MVPA and SB was measured using accelerometers.

Children with DCD had significantly poorer performance in FMS proficiency in terms of specific movement patterns (jumping and catching) and outcomes (running, jumping, catching, and kicking) when compared to children with TD. MVPA and SB were significantly associated with certain process-oriented FMS assessments in children, which was moderated by motor coordination status and sex. Movement patterns of catching (odds ratio = 1.686, p < .05) was a significant predictor of children's attainment of the MVPA guideline.

It is important to develop FMS patterns and ball skills in early childhood, particularly for children with DCD, to combat physical inactivity and its related health problems.

It is important to develop FMS patterns and ball skills in early childhood, particularly for children with DCD, to combat physical inactivity and its related health problems.

Mothers caring for their child or adult with a developmental disability can experience mental health disparity. Protective factors such as healthy behaviours are under-researched. This study investigated relationships between mental health, healthy behaviours, and disability factors.

The cross-sectional online survey included Depression Anxiety Stress Scales (DASS); Family Empowerment Scale (FES); Health Promoting Activities Scale (HPAS); and a measure of childhood quality of life (QoL).

All mothers were raising offspring (aged 3-36 years) with a developmental disability. Fifty-two percent of mothers (N = 81) had a mental health diagnosis. DASS scores were elevated for depression (58 %), anxiety (52 %) and stress (68 %). Mothers participated in health promoting activities infrequently and reported low satisfaction with community health-supporting facilities. Depressive symptoms, maternal empowerment and two indicators of child-related QoL explained 29.7 % of the variance in healthy behaviours. Depressive symptoms were the most important predictor of lack of health promoting behaviours.

Better mental health predicted more frequent participation in health promoting behaviour. Future research might explore the extent to which health promoting behaviours protect mental health. Service changes including family health focused services, and custom designed health promotion or coaching programs may improve the health behaviours of mothers with high care responsibilities.

Better mental health predicted more frequent participation in health promoting behaviour. Selleck Panobinostat Future research might explore the extent to which health promoting behaviours protect mental health. Service changes including family health focused services, and custom designed health promotion or coaching programs may improve the health behaviours of mothers with high care responsibilities.We propose to address the issue of sample efficiency, in Deep Convolutional Neural Networks (DCNN), with a semi-supervised training strategy that combines Hebbian learning with gradient descent all internal layers (both convolutional and fully connected) are pre-trained using an unsupervised approach based on Hebbian learning, and the last fully connected layer (the classification layer) is trained using Stochastic Gradient Descent (SGD). In fact, as Hebbian learning is an unsupervised learning method, its potential lies in the possibility of training the internal layers of a DCNN without labels. Only the final fully connected layer has to be trained with labeled examples. We performed experiments on various object recognition datasets, in different regimes of sample efficiency, comparing our semi-supervised (Hebbian for internal layers + SGD for the final fully connected layer) approach with end-to-end supervised backprop training, and with semi-supervised learning based on Variational Auto-Encoder (VAE). The results show that, in regimes where the number of available labeled samples is low, our semi-supervised approach outperforms the other approaches in almost all the cases.

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