Depression among Saudi international university students and its associated risk factors.

Introduction: Depression disorders are one of the most widespread mental disorders among college students. In university students, depression has been associated with lower academic performance, worse work performance, and increased dropout risk. his study aims to assess the prevalence of depression and highlight risk factors among Saudi international university students (IUS) in the United States (US), the United Kingdom (UK), and Australia.

Optimal class of memory type imputation methods for time-based surveys using EWMA statistics.

Time-based surveys often experience missing data due to several reasons, like non-response or data collection limitations. Imputation methods play an essential role in incorporating these missing values to secure the accuracy and reliability of the survey outcomes. This manuscript proposes some optimal class of memory type imputation methods for imputing missing data in time-based surveys by utilizing exponentially weighted moving average (EWMA) statistics.

Generalized and novel iterative scheme for best approximate solution of large and sparse augmented linear systems.

This article presents a generalized novel iterative technique for obtaining the approximate solution of systems of linear equations Parameters involved in the scheme play a vital role to obtain the rapid and best approximate solution. The technique is applied to some important problems and the results are presented in detail. The article compares the effectiveness of the new presented iterative scheme with modified SOR-like method, generalized SOR and SOR-like method for solving large systems of linear equations.

Patient satisfaction following treatment with micro-focused ultrasound with visualization: A retrospective cross-sectional study.

Background: There has been increased public interest in noninvasive skin tightening procedures that produce the best possible cosmetic outcomes. Micro-focused ultrasound with visualization (MFU-V) is a secure, efficient method of treating skin laxity approved by the FDA. Few studies have assessed patient satisfaction following MFU-V.

Improved modified estimator for estimation of median using auxiliary information under simple random sampling.

This article aims to suggest an improved estimator for estimation of population median using auxiliary information under simple random sampling. The expression for the bias and mean square error are obtained up to first order approximation. We determine the MLE of the optimal values of the describing scalars.

Dual-type quantile regression approach for mean estimation incorporating sampled and non-sampled data.

Drawing inspiration from recent advancements in robust mean estimation within finite sampling theory, we introduce a novel dual-type class of mean estimators in a design-based framework. The dual-type class is based on quantile regression and is specifically designed to be effective in the presence of extreme observations. Significantly, it integrates the averages of both sampled observations and non-sampled observations of auxiliary variable.

Calibrated EWMA estimators for time-scaled surveys with diverse applications.

Recently, several memory-type mean estimators (including ratio, product, and logarithmic) have been developed. These estimators rely on exponentially weighted moving average (EWMA), which incorporate both historical and present sample data. In this article, we propose EWMA type calibrated estimators under single and double stratified random sampling ().

Evaluation of the synthetic estimators with non-respondent for small domain.

The present work gives generalized form of the class of estimators if unit non-response is acquired in small domains. We have obtained indirect method like synthetic. It has provided specific instances where the proposed estimators are unbiased.

Compromise optimum allocation in neutrosophic multi-character survey under stratified random sampling using neutrosophic fuzzy programming.

Survey sampling has wide range of applications in social and scientific investigation to draw inference about the unknown parameter of interest. In complex surveys, the sample information about the study variable cannot be expressed by a precise number under uncertain environment due fuzziness and indeterminacy. Therefore, this information is expressed by neutrosophic numbers rather than the classical numbers.

Enhanced exponential ratio-cum-ratio estimator in ranked set sampling using transformed auxiliary information.

Estimation of population mean is a determined subject issue in sampling surveys and many efforts have been paid by various researchers to enhance the precision of the estimates by utilizing the correlated auxiliary information. In connection with this, we suggest an improved exponential ratio-cum-ratio estimator using transformed auxiliary variables under ranked set sampling scheme. Theoretical comparison between estimators is made in terms of mean square errors (), percentage relative efficiencies (), and percentage relative root mean squared error ().

Classical and Bayesian inference for the new four-parameter Lomax distribution with applications.

In this study, a new four-parameter Lomax distribution is proposed using a new alpha power transformation technique. The new distribution is named "New Alpha Power Transformed Power Lomax Distribution." Mathematical properties, including moments, the moment-generating function, the mean residual life, order statistics, and the quantile function, are obtained.

An exponentiated XLindley distribution with properties, inference and applications.

In this paper, we propose exponentiated XLindley (EXL) distribution. The novel model is adaptable due to the mixt shapes of its density and failure rate functions. The following key statistical properties of EXL distribution are derived: quantile function, moments, hazard function, mean residual life, and Rényi entropy.

Awareness of Keratoconus and Its Relationship With Eye Rubbing Among the Population of the Eastern Province of Saudi Arabia.

Background: Keratoconus is an eye condition where the cornea, the clear, dome-shaped front part of the eye, becomes thinner and gradually bulges outward into a cone shape. Keratoconus usually affects both eyes. The exact cause of keratoconus is unknown, but it is believed to involve a combination of genetic and environmental factors.

Antibiogram data of urinary tract infection in spinal cord injury patients in an outpatient setting.

Objectives: To establish antibiogram data for patients with spinal cord injury (SCI) that would help differentiate the organisms commonly present depending on the voiding method and antibiotic sensitivity for empirical treatment.

Methods: A total of 499 urine culture results were obtained from 151 SCI patients with symptomatic urinary tract infection (UTI) with significant bacteriuria and pyuria with more than 10 white blood cells per high power field. The voiding method was categorized as follows: self-intermittent catheterization (SIC), suprapubic catheter (SPC), Foley catheter, condom catheter, or voiding freely.

A new extension of Poisson distribution for asymmetric count data: theory, classical and Bayesian estimation with application to lifetime data.

Several research investigations have stressed the importance of discrete data analysis and its relevance to actual events. The current work focuses on a new discrete distribution with a single parameter that can be derived using the Poisson mixing technique. The new distribution is named the Poisson Entropy-Based Weighted Exponential Distribution.

Awareness About Dry Eye Symptoms and Risk Factors Among Eastern Province Population in Saudi Arabia.

Background Dry eye syndrome (DES), also known as keratoconjunctivitis sicca (KCS), is a common cause of patient's visits to the ophthalmologist. It is characterized by a defect in the tear film homeostasis, symptoms of ocular discomfort, and visual disturbance. Also, it increases the risk of ocular surface damage if complicated by tear film hyperosmolarity and ocular surface inflammation.

On solving textual ambiguities and semantic vagueness in MRC based question answering using generative pre-trained transformers.

Machine reading comprehension (MRC) is one of the most challenging tasks and active fields in natural language processing (NLP). MRC systems aim to enable a machine to understand a given context in natural language and to answer a series of questions about it. With the advent of bi-directional deep learning algorithms and large-scale datasets, MRC achieved improved results.

A new modification of the flexible Weibull distribution based on power transformation: Monte Carlo simulation and applications.

Statistical modeling is a crucial phase for decision-making and predicting future events. Data arising from engineering-related fields have most often complex structures whose failure rate possesses mixed state behaviors (i.e.

Viral-Induced Rapidly Progressive Alopecia Universalis: A Case Report and Literature Review.

Alopecia areata is a common autoimmune condition that causes a non-scarring form of hair loss. It is associated with several viruses and diseases. One of the viruses that have been linked to alopecia areata is the coronavirus disease of 2019 (COVID-19).

Patient satisfaction of microfocused ultrasound treatments on the face and neck laxity: A narrative review.

Background: Microfocused ultrasound with visualization (MFU-V) delivers focused ultrasound energy to heat tissue and has emerged as a fast and effective noninvasive method for treating skin laxity. After obtaining approval in 2009 by the Food and Drug Administration, satisfactory feedback was recorded using several scoring systems for MFU-V treatment for facial and neck laxity.

Aim: To evaluate the efficacy and satisfaction rates of MFU-V for facial and neck laxity treatment by providing a basis for developing a validated scoring system for MFU-V treatment.

Varicella-Zoster Virus Encephalitis in an Immunocompetent Adult with Disseminated Cutaneous Herpes Zoster after Testosterone Booster Supplements: Case Report.

Disseminated zoster affects immunocompromised individuals and has a nondermatomal distribution. We report a 28-year-old male who initially presented to the dermatology clinic with pinprick sensation over the right side of his face that was followed by vesicular eruption. Upon which he was diagnosed with herpes zoster and discharged on topical mupirocin ointment three times a day for 7 days and valacyclovir 1 g oral three times a day.

Tobacco consumption and environmental exposure among healthcare students in King Saud University in Riyadh.

Objectives: The goal of this study was to determine the prevalence of tobacco smoking in healthcare students at a university in Riyadh, Saudi Arabia, along with environmental exposure and potential influential factors.

Methods: This observational cross-sectional study was conducted at King Saud University from January-April 2019. It included 1,273 randomly selected male and female first- to fifth-year undergraduate healthcare students from all health colleges at the university.