Abstract: Potatoes are edible tubers, available worldwide and all year long. They are relatively cheap to grow, rich in nutrients, and they can make a delicious treat. The humble potato has fallen in popularity in recent years, due to the interest in low-carb foods. However, the fiber, vitamins, minerals, and phytochemicals it provides can help ward off disease and benefit human health. They are an important staple food in many countries around the world. There are an estimated 200 varieties of (...) potatoes, which can be classified into a number of categories based on the cooked texture and ingredient functionality. Using a public dataset of 2400 images of potatoes, we trained a deep convolutional neural network to identify 4 types (Red, Red Washed, Sweet, and White).The trained model achieved an accuracy of 99.5% of test set, demonstrating the feasibility of this approach. (shrink)

Protection of study participants is an integral function of the Institutional Review Board. Recently, great efforts were dedicated to enhance investigators’ awareness of ethical principles in conducting human research and to implement reviewing committees’ standards in Jordan to ensure the transparency, versatility, and responsibility in handling human subjects research in the country. The aim of the current study is to evaluate the awareness and attitudes of healthcare investigators in Jordan towards the structure and importance of IRBs. A questionnaire was distributed (...) to 200 investigators and graduate students from the Jordan University of Science and Technology. The majority of the responses indicated positive knowledge towards core ethics guidelines and the importance of IRBs. This includes beneficence, confidentiality, informed consent, and treating participants with respect. In addition, the majority of participants agreed on the importance of the IRB for ensuring the rights, safety, and well-being of the research subjects. Moreover, the majority of participants agreed that the IRB members should be trained on ethics regulations in conducting research and declare any conflict of interest with the investigators. On the other hand, about 30% of participants believed that being reviewed by the IRB would delay research and make it more difficult for the researcher. Jordanian investigators have good awareness of and knowledge about research ethics and the importance of IRBs, though more education is needed. (shrink)

Accurate and reliable prediction of Perfobond Rib Shear Strength Connector is considered as a major issue in the structural engineering sector. Besides, selecting the most significant variables that have a major influence on PRSC in every important step for attaining economic and more accurate predictive models, this study investigates the capacity of deep learning neural network for shear strength prediction of PRSC. The proposed DLNN model is validated against support vector regression, artificial neural network, and M5 tree model. In the (...) second scenario, a comparable AI model hybridized with genetic algorithm as a robust bioinspired optimization approach for optimizing the related predictors for the PRSC is proposed. Hybridizing AI models with GA as a selector tool is an attempt to acquire the best accuracy of predictions with the fewest possible related parameters. In accordance with quantitative analysis, it can be observed that the GA-DLNN models required only 7 input parameters and yielded the best prediction accuracy with highest correlation coefficient and lowest value root mean square error. However, the other comparable models such as GA-M5Tree, GA-ANN, and GA-SVR required 10 input parameters to obtain a relatively acceptable level of accuracy. Employing GA as a feature parameter selection technique improves the precision of almost all hybrid models by optimally removing redundant variables which decrease the efficiency of the model. (shrink)

BackgroundFear of failure is described as a “dispositional tendency to avoid failure in achievement settings.” It may potentially and adversely affect students’ ability to perform well in their educational activities.ObjectivesTo measure FoF among medical students at King Saud University, FoF between men and women, academic levels, grade point average, and other factors among medical students were compared.MethodA cross-sectional observational study was carried out using a stratified random sampling method. A total of 455 medical students completed “the Performance Failure Appraisal Inventory” (...) during the academic year 2019–2020 at King Saud University, Riyadh, Saudi Arabia.ResultsThe results showed that the mean of FoF was −0.3117. Moreover, higher levels of fear of devaluing one’s self-estimate were seen in women, and higher levels of fear of important others losing interest were seen in men. A significant relation was seen between different academic levels and fear of shame and embarrassment, fear of upsetting important others, as well as FoF. Higher levels of FoF were seen in those who had a GPA below 3.5 and a GPA greater than 4.9. Also, it was high in students who were not interested in studying medicine. The Cronbach’s α value of 0.93 of all items indicates good internal consistency, and the factor analysis confirms five items of an instrument.ConclusionThe overall level of FoF was low among medical students at King Saud University. However, the domains and levels of FoF differed significantly according to gender, academic level, GPA, and interest in studying medicine. (shrink)

This study aims to remove some of the ambiguities of visual plagiarism in interior design by examining the main detection methods, the extent of the issue, and the experiences and roles of academic interior designers. Two main methods were used: an analysis of the primary forms of visual plagiarism and an applied approach to test the effectiveness of plagiarism. Additionally, 30 academics in the Kingdom of Saudi Arabia, who majored in interior design, were surveyed using an online questionnaire. The results (...) demonstrated that changing the light and colour while maintaining the rest of the properties and changing the line, form, and shape are considered visual plagiarism. However, the results also indicated that visual plagiarism is not always clear for academics. It is hoped that the results of this study will increase the awareness of visual plagiarism, enhance ethics in the university environment, and help academic interior designers apply scientific methods to detect plagiarism in design projects. This study can also assist regulatory authorities to manage complaints and disputes in plagiarism cases. (shrink)

Diabetes is a major public health issue that affects the nations of our time to a large extent and is described as a non-communicable epidemic. Diabetes mellitus is a common disease where there is too much sugar (glucose) floating around in your blood. This occurs because either the pancreas can’t produce enough insulin or the cells in body have become resistant to insulin. The concentration in this paper is on diagnosis diabetes by designing a proposed expert system. The main goal (...) of this expert system is to get the appropriate diagnosing of the illness, dealing with it quickly, and tips for permanent treatment whenever possible is given out. SL5 object expert system language was used for designing and implementing the proposed expert system. (shrink)

Health Wearable Devices enhance the quality of life, promote positive lifestyle changes and save time and money in medical appointments. However, Wearable Devices store large amounts of personal information that is accessed by third parties without user consent. This creates ethical issues regarding privacy, security and informed consent. This paper aims to demonstrate users’ ethical perceptions of the use of Wearable Devices in the health sector. The impact of ethics is determined by an online survey which was conducted from patients (...) and users with random female and male division. Results from this survey demonstrate that Wearable Device users are highly concerned regarding privacy issues and consider informed consent as “very important” when sharing information with third parties. However, users do not appear to relate privacy issues with informed consent. Additionally, users expressed the need for having shorter privacy policies that are easier to read, a more understandable informed consent form that involves regulatory authorities and there should be legal consequences the violation or misuse of health information provided to Wearable Devices. The survey results present an ethical framework that will enhance the ethical development of Wearable Technology. (shrink)

ObjectiveTo examine body image perception and the associations of body dissatisfaction with socio-demographic and lifestyle factors among Saudi women attending fitness centers in Riyadh.MethodsSaudi females aged 16 years and older were recruited from 12 randomly selected fitness centers in Riyadh, using stratified clustered sampling technique. Height and weight were measured to calculate actual body mass index. A previously validated instrument was used to collect socio-demographic and lifestyle variables including physical activity, sedentary behaviors, sleep and dietary habits. Stunkard Figure Rating Scale (...) silhouettes were used to assess perceived and desired body shape.ResultsThe participants had a mean age of 29.2. The majority were not married, with no children and had college degrees. While 63% were overweight or obese, nearly 40% of women underestimated their perceived body shape. The majority of respondents were dissatisfied with their body shape including 68% of normal weight women. Females who had BD were significantly older, had higher BMI, reported more weight loss attempt and had expended less time in vigorous and total PA than those who were satisfied with their body shape. However, when adjusting for socio-demographic variables, logistic regression analysis revealed significant associations of BD with higher BMI, shorter membership duration of fitness club, and reduced dairy products and energy drinks consumption.ConclusionExcept for BMI and decreased dairy products and energy drinks consumption, many lifestyle behaviors did not associate with BD among Saudi females attending fitness centers. The findings can inform healthcare providers when intervention strategy is implicated for females with BD. Future studies should compare the associations of BD with lifestyle behaviors between males and females attending fitness centers and seeking weight loss. (shrink)

The COVID-19 pandemic may affect the world severely in terms of quality of life, political, environmental, and economic sustainable development, and the global economy. Its impact is attested to by the number of research studies on it. The main aim of this study is to evaluate the impact of COVID-19 on the psychology of sustainability, on sustainable development, and on the global economy. A computerized literature search was performed, and journal articles from authentic sources were extracted, including MEDLINE, Google Scholar, (...) Science Direct, ProQuest, and Emerald Insight. The references in selected articles were screened to identify any relevant studies. The following inclusion criteria were followed: research articles based on the COVID-19 pandemic, and articles, research papers, journals, and news articles published 2010 to 2020. The exclusion criteria were as follow: psychology research, articles, and journals published before 2010 and research articles having no link with the current pandemic’s impact on the psychology of sustainability, quality of life, and the global economy. Of the initial 350 articles identified, only 61 studies were found to be relevant and meet the inclusion criteria. Based on these articles, the review highlights that compared to developed countries, the developing nations and poor nations such as African countries with compromised health structures have been greatly affected. There are close associations between health, economic, environmental, and political issues globally. The pandemic can be managed if we follow new policies that implement economic and public health changes worldwide. A planned, coordinated approach between the public-private sector is required, designed according to each country’s health system and economy. We can come out of this crisis if we work together and support both developed and developing nations. (shrink)

This paper contributes to biodiversity and species extinction literature by examining the relationship between corporate accountability in terms of species protection and factors affecting such accountability from forward-thinking companies. We use triangulation of theories, namely deep ecology, legitimacy, and we introduce a new perspective to the stakeholder theory that considers species as a ‘stakeholder’. Using Poisson pseudo-maximum likelihood regression, we examine a sample of 200 Fortune Global companies over 3 years. Our results indicate significant positive relations between ecologically conscious companies (...) that are accountable for the protection of biodiversity and species extinction and external assurance, environmental performance, partnerships with socially responsible organizations and awards for sustainable activities. Our empirical results appear to be robust in controlling for possible endogeneities. Our findings contribute to the discussion on the concern of species loss and habitat destruction in the context of corporate accountability, especially in responding to the sixth mass extinction event and COVID-19 crisis. Our results can also guide the policymakers and stakeholders of the financial market in better decision making. (shrink)

Many caricaturists get the idea for their caricature from current issues of society. The philosophy of the caricature lies in the opinion it presents, which discusses society’s goals, culture, and crises, and it is represented in an ironic way to deliver its visual message. The fight for women’s rights, inequality, and discrimination are examples of issues concerning Saudi women that have been represented by several caricaturists. Hence, the aim of this paper is to investigate female and male caricaturists’ linguistic and (...) semiotic representation of Saudi women’s challenging issues. Following (Kress and Van Leeuwen. 2006. Reading images: The grammar of visual design, 2nd edn. London: Routledge), a social semiotic multimodal approach to the analysis is adopted in this study, which is drawn from Halliday’s social semiotic theory. Twenty caricatures were carefully selected based on the content and the issues that are being discussed in the caricatures with a consideration of their relation to the aim of the study. The present study contributes to enriching Saudi women’s rights in relation to Saudi Vision 2030. The research is significant in that, in examining women/male caricaturists’ representations of the challenges and opportunities of Saudi women empowerment prior/after Saudi Vision 2030 in the workplace, social life, it contributes to understanding the supportive caricature discourse, basic social values for Saudi women, the pressures they undergo, and the success they have achieved so far in attaining their rights. The study findings show that both the semiotic and verbal elements of the caricatures were significant in delivering the messages for women’s rights in the new Saudi. (shrink)

BackgroundInstitutional review boards (IRBs) are formally designated to review, approve, and monitor biomedical research. They are responsible for ensuring that researchers comply with the ethical guidelines concerning human research participants. Given that IRBs might face different obstacles that cause delays in their processes or conflicts with investigators, this study aims to report the functions, roles, resources, and review process of IRBs in Saudi Arabia.MethodThis was a cross-sectional self-reported survey conducted from March 2021 to March 2022. The survey was sent to (...) 53 IRB chairpersons and the administration directors (or secretary) across the country through email after receiving verbal consent. The validated survey consisted of eight aspects: (a) organizational aspects, (b) membership and educational training, (c) submission arrangements and materials, (d) minutes, (e) review procedures, (f) communicating a decision, (g) continuing review, and (h) research ethics committee (REC) resources. A total of 200 points indicated optimal IRB functions.ResultsTwenty-six IRBs across Saudi Arabia responded to the survey. Overall, the IRBs in this study scored a total of 150/200 of the points on the self-assessment tool. Relatively newer IRBs (established less than ten years ago) conducted meetings at least once in a month, had annual funding, had more balanced gender representation, tended to score higher than older IRBs. The organizational aspect score was the lowest among all items in the survey (14.3 score difference, p-value < 0.01). The average turnaround time for expedited research from proposal submission to final decision was 7 days, while it was 20.5 days for the full committee review.ConclusionSaudi IRBs performed generally well. However, there is room for focused improvement with respect to extra resources and organizational issues that require closer evaluation and guidance from the regulatory bodies. (shrink)

Neuromarketing has gained attention to bridge the gap between conventional marketing studies and electroencephalography -based brain-computer interface research. It determines what customers actually want through preference prediction. The performance of EEG-based preference detection systems depends on a suitable selection of feature extraction techniques and machine learning algorithms. In this study, We examined preference detection of neuromarketing dataset using different feature combinations of EEG indices and different algorithms for feature extraction and classification. For EEG feature extraction, we employed discrete wavelet transform (...) and power spectral density, which were utilized to measure the EEG-based preference indices that enhance the accuracy of preference detection. Moreover, we compared deep learning with other traditional classifiers, such as k-nearest neighbor, support vector machine, and random forest. We also studied the effect of preference indicators on the performance of classification algorithms. Through rigorous offline analysis, we investigated the computational intelligence for preference detection and classification. The performance of the proposed deep neural network outperforms KNN and SVM in accuracy, precision, and recall; however, RF achieved results similar to those of the DNN for the same dataset. (shrink)

In Jordan, research ethics committees exist in most health settings. However, little is known about Jordanian public views regarding the ethics of clinical research. This study aimed to evaluate Jordanian public understanding and attitudes about ethics in clinical research. A questionnaire was used to collect information that included demographics, public knowledge, and attitudes towards ethics in clinical research. It was administered via face-to-face interviews in two major cities in Jordan from 1st June to 15th August 2017. Of the 2315 respondents, (...) 2.33% were found to have poor knowledge, 22.16% had fair knowledge, and 75.51% had good knowledge of ethics in clinical research. Furthermore, 75.81% of respondents had positive attitudes towards ethics in research. However, only 45.23% reported that they trust clinical researchers in Jordan. Even though a large majority of respondents were aware of key features of research ethics, efforts are needed to address negative perceptions and knowledge deficits. (shrink)