METHODS: The model adopts an architecture which detects each person in the crowd, spots head location with a bounding box and does the counting in our own novel dataset (HAJJ-Crowd).
RESULTS: Our algorithm outperforms the state-of-the-art method, and attains a remarkable Mean Absolute Error result of 200 (average of 82.0 improvement) and Mean Square Error of 240 (average of 135.54 improvement).
CONCLUSIONS: In our new HAJJ-Crowd dataset for evaluation and testing, we have a density map and prediction results of some standard methods.
SUBJECTS AND METHODS: An online questionnaire in a Google form link was circulated among the target population via various online platforms. It consisted of 14 close-ended questions assessing these students' knowledge and source of COVID-19-related information. SPSS software version 21.0 (IBM Corp., Armonk, NY, USA) was used to compute descriptive statistics, Chi-square test, independent t-test, and ANOVA tests for comparing various variables, and a p-value<0.05 was considered statistically significant.
RESULTS: The study yielded 809 responses from dental undergraduate students from India, Saudi Arabia, Malaysia, and Turkey. Dental students from Turkey reported a higher mean knowledge score of 7.91±1.34 and 7.88±0.58 for Malaysian dental students. In contrast, the lower scores were achieved by Saudi Arabia (7.36±1.22) and India (7.37±1.21) dental students, and the findings were statistically significant (p<0.05). The study population used various sources to attain information regarding COVID-19. Most respondents (63.1%) utilized information regarding COVID-19 from multiple sources rather than single sources (36.9%).
CONCLUSIONS: Reliable and validated information sources resulted in higher knowledge scores. Turkey and Malaysia dental students reported a higher mean knowledge score and the lowest for Saudi Arabia and India dental students. There is increased popularity of social media platforms as information sources.
MATERIALS AND METHODS: This cross-sectional study comprised 2,000 schoolchildren aged 6-12 years. Sleep-disordered breathing symptoms were assessed with Arabic version of Pediatric Sleep Questionnaire (PSQ). Overweight/obesity was evaluated using body mass index (BMI) and their association with SDB was tested using a regression analysis model.
RESULTS: Overall, 23% of children were at high risk of SDB. Prevalence of habitual snoring was 15.9% and sleep apnea 4%. Boys were at higher risk of SDB than girls (p = 0.026), while age had no effect (p = 0.254). High-risk SDB had a strong association with sleep symptoms compared to low-risk SDB (p < 0.05). Sleep-disordered breathing increased significantly in overweight and obese children (p = 0.017 and p < 0.001, respectively).
CONCLUSION: Around 23% Saudi schoolchildren are at risk of SDB. Related symptoms were strongly associated with high risk of SDB. Overweight and obesity had a strong and progressive association with SDB.
CLINICAL SIGNIFICANCE: The results will help in identifying children at high risk of developing SDB and plan for early intervention to avoid the progression of SDB later in life.
METHODS AND ANALYSIS: MERCURIAL is an ongoing multiyear prospective cohort study. Every year, for the next 5 years, a cohort of 1000 Hajj pilgrims was enrolled beginning in the 2016 Hajj pilgrimage season. Pre-Hajj and post-Hajj serum samples were obtained and serologically analysed for evidence of MERS-CoV seroconversion. Sociodemographic data, underlying medical conditions, symptoms experienced during Hajj pilgrimage, and exposure to camel and untreated camel products were recorded using structured pre-Hajj and post-Hajj questionnaires. The possible risk factors associated with the seroconversion data were analysed using univariate and multivariate logistic regression. The primary outcome of this study is to better enhance our understanding of the potential threat of MERS-CoV spreading through MG beyond the Middle East.
ETHICS AND DISSEMINATION: This study has obtained ethical approval from the Medical Research and Ethics Committee (MREC), Ministry of Health Malaysia. Results from the study will be submitted for publication in peer-reviewed journals and presented in conferences and scientific meetings.
TRIAL REGISTRATION NUMBER: NMRR-15-1640-25391.
SUBJECTS AND METHODS: An online survey was performed by sending out an online questionnaire comprising 21 questions among dental practitioners working in four different countries: Saudi Arabia, Pakistan, Malaysia and United Kingdom. The survey evaluated dental practitioners' level of awareness about the PD therapy, comportment and attitude for its implication and prevalence in daily clinical practice. For statistical significance the Chi-square analysis with Spearman Correlation coefficient was conducted to assess the sub-groups and correlating the factors with the level of awareness of the dental practitioners.
RESULTS: A total of 1,219 dental practitioners from four different countries (Saudi Arabia, Pakistan, Malaysia and United Kingdom) responded to the questionnaire. The median age of the respondents was 37, 34, 36 and 39 respectively. The majority of dental practitioners demonstrated to have an acceptable level of awareness regarding PD therapy. Nearly 76%, 74%, 79% and 80% of the individuals from Saudi Arabia, Pakistan, Malaysia and United Kingdom respectively were aware of the role/mechanism of action of the PD therapy. Moreover, in preponderance, practitioners were confident that the effect of PD therapy will not be reduced in patients infected with COVID-19. The majority of dental practitioners were convinced that successful dental treatment due to PD therapy is linked majorly with therapies done in relation to four major dental specialties: prosthodontics, endodontic, restorative dentistry and periodontology. Approximately more than 90% of the dentists were sure that the rate of COVID-19 transmission can be reduced by using PD therapy in oral treatments. The dental practitioners from Saudi Arabia (91%), Pakistan (82%), Malaysia (83%) and United Kingdom (82%) were contented to learn about PD therapy for its use in clinical practice. Nearly more than 95% of the practitioners from the four countries were keen to attend the lectures/hands-on workshops regarding PD therapy to enhance their skills and knowledge. More than 80% of dentists do not refuse the peripheral role of PD therapy with their patients.
CONCLUSIONS: The respondents from the four countries displayed passable level of awareness regarding basic information of PD therapy and its clinical implication in dental specialty. Nevertheless, there is a need to develop awareness regarding the use of PD therapy among dental practitioners during their undergraduate program. Furthermore, lectures and hands-on workshops should be arranged to train dental practitioners in order to enhance their skills for its solicitation in clinical practice. It is perceived by the dentists in the four countries that the use of PD therapy can effectively reduce COVID-19 rate of transmission.
OBJECTIVES: This study aimed to evaluate the knowledge, awareness, attitudes, and practices related to breast cancer risk factors, signs, symptoms and methods of screening among female faculty and students at Hail University in the Kingdom of Saudi Arabia.
METHODS: A cross-sectional study was conducted from January 2021 through February 2021 in the Hail region of Saudi Arabia. A closed-ended questionnaire, which consisted of 37 questions, was distributed online (using a Google Forms link) in both English and Arabic languages. Data was collected from 425 female subjects who participated in the study.
RESULTS: The study showed an overall knowledge level of 46.36% regarding breast cancer. Participants had average knowledge about risk factors, signs, and symptoms, whereas their awareness and practice of breast self-examination and screening methods were weak.
CONCLUSION: The current study concluded that public awareness of breast cancer remains relatively low, and Saudi Arabia still needs several public awareness initiatives using mass media, such as television, the Internet, and radio, as well as social media. Special awareness programs should also be held in places where a large number of women can easily be reached, such as colleges, universities, and hospitals.
METHOD: This cross-sectional study was done using convenience sampling method. In this study, 280 nursing students from different nursing schools in six cities of Saudi Arabia were recruited. A structured self-report questionnaire was used to collect data.
RESULT: About 49.2% of the participants received education about TC in their nursing schools. The findings showed lack of enough knowledge about TC among Saudi nursing students. Mostly, the participants reported that heredity factor and having family history of TC (48.9%) and age between 56 and 70 years (41.8%) were the most common risk factors of TC. According to the participants, physical examination was the most common diagnostic test usually used for early detection of TC (40.4%) and biopsy test was the most accurate test to confirm TC diagnosis (45.4%). Only one third of the participants (34.6%) knew that between 75% and 100% of TC cases can be cured in case of early detection. About half of the participants (51.8%) reported that surgical procedure was the most common treatment for TC. The nursing students who had high GPA (r=0.86, p<0.001), were unwilling to get more information on TC (r=0.24, p=0.04), had family history of TC (r= 0.53, p=0.02), medical problems with testicles (r= 0.69, p=0.01), received education about TC in their school of nursing (r=0.65, p=0.02), and were more self-confident in assessing and managing TC (r=0.38, p=0.03) had higher level knowledge about TC. Conclusion: Despite the importance of nurses' roles in assessing and managing TC, nursing students in Saudi Arabia still did not have enough knowledge about TC. Improving nursing programs' curricula and conducting health education programs are recommended.
METHOD: We conducted a preliminary study using semi-structured interviews with sixteen (16) Malaysian female expatriate nurses working in SA to obtain a broader understanding of their experiences with cross-cultural adaptation and their use of social media tools to connect with their families and friends in their home country.
RESULTS: This study uncovers numerous social media communication tools being used by female expatriate nurses to help curb their loneliness and lessen the culture shock of living and working in a foreign country. Continuous engagement with these tools helps Malaysian female expatriate nurses maintain their emotional stability, thereby enabling them to remain mentally strong and ultimately prolonging their stay in SA.
CONCLUSIONS: This study's outcomes contribute significantly to the knowledge of the government, various organizations, and aspiring female expatriate nurses in the healthcare industry because the results can assist female expatriate nurses during the adjustment period, enabling them to work efficiently and successfully in the host country.
METHODS: A cross-sectional study was conducted among HIV-infected individuals attending the main referral hospital in Jazan Region during the period 2017-2019. The participants' TB status, CD4+ lymphocyte count, and viral load were assessed. In addition, their demographic and clinical information was collected using a structured questionnaire.
RESULTS: A total of 316 HIV-positive individuals aged between 13 and 81 years (75% male and 25% female) were enrolled in this study. Of them, 30 (9.5%; 95% confidence interval [CI]: 5.2, 10.6%) were diagnosed with TB: 46.7% (14/30) had pulmonary TB and 53.3% (16/30) had extrapulmonary TB. The highest proportion of TB-positive PLWHA was found among participants aged 18-30 years (11.6%) and among non-Saudis (14.0%) when compared to other age groups and Saudi participants (7.4%). Multivariate analysis showed that male gender (adjusted odds ratio [AOR] = 4.79; 95% CI = 1.22, 18.74), past medical history (PMH) of TB (AOR = 29.67; 95% CI = 5.31, 164.32), PMH of other RTIs (AOR = 5.86; 95 % CI = 2.14, 16.06), CD4+ lymphocyte count of <200 cells/mm³ (AOR = 4.33; 95% CI = 1.65, 11.36), and viral load of ≥1 × 103 copies/mL (AOR = 5.46; 95% CI = 2.02, 14.77) were the significant risk factors of TB among the studied PLWHA.
CONCLUSION: The prevalence of TB/HIV co-infection among the studied population was 9.5%. Therefore, all PLWHA should be screened for TB at every visit to a health facility. The findings highlight that integration of health services for both TB and HIV/AIDS in Saudi Arabia is recommended.