Team Of Authors Research Articles

PERSPECTIVES OF THE DEVELOPMENT OF A PHYSICAL EDUCATION SYSTEM FOR IT STUDENTS BASED ON HEAVY ATHLETICS

This work deals with an extremely important problem - the development of modern, rational, and effective systems of physical education that can be successfully introduced into the educational process of a higher school. The authors show that a healthy and physically fit youth is an extremely important component for modern Ukrainian society. This is due, among other things, to the military actions taking place on the territory of Ukraine. In such conditions, it is important for the population to be ready to repel the enemy, and proper physical training is an important component of such readiness.
 Furthermore, the work outlines the provisions that reflect the need to pay due attention to the physical development of students, particularly students of IT specialties, as in the long term, this will provide our country with healthy and able-bodied citizens who will be able to build the future of Ukraine. It is shown that in order to work productively and, if necessary, perform military duty, it is important to have an appropriate level of health and physical fitness.
 It was proposed to develop a system of physical education based on such a sport discipline as weightlifting. It has been proven that weightlifting has a positive effect on a person's health and physical qualities. At the same time, attention was paid to the problem of injuries in this sport, which must be taken into account when working with students. In the future, the author's team formulated a number of principles that serve as the foundation for the detailed development of a physical education system based on weightlifting, which can be successfully introduced into the educational process for students of IT specialties.

Keep Halal Bro: Analyze the Interplay Between Social Networking and Café Cultures Toward Islamic Self-Conception among Muslim Youth in Pekanbaru City, Indonesia

This article discusses the relationship between Muslims, cafes, and social media. Although cafes are constructed as modern public spaces and are considered "non-Islamic," it does not mean they have no connection with Islam. Therefore, this article seeks to answer questions about the nature of the relationship between Islam, cafes, and social media. Additionally, it explores the extent to which young Muslims access cafes and how they construct their identities of piety and youthfulness in cafes and online spaces. To address these questions, the author's teams conducted fieldwork in several cafes in Pekanbaru, Riau, Indonesia. Subsequently, the authors conducted observations and interviews with cafe owners and several young individuals using a narrative approach. This research indicates that cafes have become comfortable spaces for young Muslims. They negotiate their Islamic identity with the modern identities present in cafes. The formation of youthful identities is also inseparable from the use of social media among young people. These findings deconstruct the long-held view held by some scholars or communities that cafes are considered public spaces disconnected from Islam.

TOXICOLOGICAL AND BIOCHEMICAL PARAMETERS OF THE INFLUENCE OF THE NEW PROBIOTIC FOR PIGS BASED ON BACILLUS BACTERIA ON LABORATORY AND TARGET SPECIES OF ANIMALS

The development of new domestic probiotics targeted at immunomodulatory effects is both timely and holds scientific and practical value. To carry out preclinical studies of the 'Combio' probiotic, which is a mixture of probiotic bacteria Bacillus subtilis, Bacillus licheniformis, Bacillus amyloliquefaciens, Enterococcus faecium and other substances developed by the team of authors of SSRILDVSE, under the conditions of several toxicological experiments on laboratory (white rats, rabbits) and target animals toxico-biochemical parameters were identified. The findings of the trial of the acute toxicity of the 'Combio' probiotic showed that the LD50 value could not be calculated, since the death of laboratory animals was not registered within 14 days after administration; the maximum administered dose of the preparation (by absolute weight) was 30,000.0 mg/kg of body weight, which allows it to be assigned to toxicity class VI – relatively harmless substances (LD50>15,000.0 mg/kg of body weight), and according to the degree of danger to IV class – low-risk substances (LD50>5000.0 mg/kg body weight). When applied to the skin (acute dermal toxicity) and the mucous membrane of the eye of rabbits in doses from 750.0 to 3000.0 mg/kg of body weight, the 'Combio' probiotic did not have an irritating effect, and according to the degree of danger, it can be classified as IV class – low- hazardous substances (LD50>2500.0 mg/kg of body weight). According to the results of extended oral feeding of the probiotic in doses of 1500.0; 7500.0 and 15000.0 mg/kg of feed it showed no evidence of hematological, hepatic, or nephrotoxic effects on the laboratory animals under subacute toxicological conditions. On the contrary, it showed the ability to induce metabolic responses in the bodies of white rats (according to dynamics of hematopoiesis and liver protein-synthesizing functions, especially at therapeutic doses). The dynamics of changes in metabolic indicators during extended 60-day oral feeding of probiotics to target animals and poultry in the dose range showed no evidence of hematological, immunological, or hepatoxic effects and correlated with the hematological indicators, which indicated the restoration of nonspecific resistance and the protein profile in the bodies of experimental animals and a sign of increased metabolic respond and immune responsiveness in pigs organisms. The findings regarding the effect of the new 'Combio' probiotic based on the bacteria Bacillus spp. in several experiments on laboratory and target (pigs) animals give grounds to assert that it is ecologically safe and promising for the result – improving the survival rate of target animals and poultry, increasing their body weight gain, optimizing feed conversion, and enhancing the overall quality of production.

Deidentifying Narrative Assessments to Facilitate Data Sharing in Medical Education.

Narrative assessments are commonly incorporated into competency-based medical education programs. However, efforts to share competency-based medical education assessment data among programs to support the evaluation and improvement of assessment systems have been limited in part because of security concerns. Deidentifying assessment data mitigates these concerns, but deidentifying narrative assessments is time-consuming, resource intensive, and error prone. The authors developed and tested a tool to automate the deidentification of narrative assessments and facilitate their review. The authors met throughout 2021 and 2022 to iteratively design, test, and refine the deidentification algorithm and data review interface. Preliminary testing of the prototype deidentification algorithm was performed using narrative assessments from the University of Saskatchewan emergency medicine program. The algorithm's accuracy was assessed by the authors using the review interface designed for this purpose. Formal testing included 2 rounds of deidentification and review by members of the authorship team. Both the algorithm and data review interface were refined during the testing process. Authors from 3 institutions, including 3 emergency medicine programs, an anesthesia program, and a surgical program, participated in formal testing. In the final round of review, 99.4% of the narrative assessments were fully deidentified (names, nicknames, and pronouns removed). The results were comparable for each institution and specialty. The data review interface was improved with feedback obtained after each round of review and found to be intuitive. This innovation has demonstrated viability evidence of an algorithmic approach to the deidentification of assessment narratives while reinforcing that a small number of errors are likely to persist. Future steps include the refinement of both the algorithm to improve its accuracy and the data review interface to support additional data set formats.

Using DALL-E in the professional training of future artists and cultural professionals

The development of artificial intelligence technologies opens up new opportunities for optimizing the educational process. The integration of artificial intelligence (AI) tools DALL-E and GPT-3 allows us to transform approaches to the professional training of future specialists in the field of culture and art, expanding their creative potential. During the research, the authors analyzed the theoretical and practical aspects of introducing AI technologies to improve the professional training of specialists in the field of culture and art in higher education institutions. The authors of the article analyzed the features of using the DALL-E neural network to create original creative ideas, create and visualize concepts, speed up the sketching process, etc. The integration of the GPT-3 language model is presented in order to automate the collection of necessary text information and improve interaction with participants in the educational process when developing projects. Particular attention is paid to highlighting the synergistic combination of AI capabilities and human creativity as the key to successful training of specialists in the field of culture and art of the new generation, capable of effectively competing in the modern creative labor market. The team of authors formulated recommendations for the integration of AI tools to optimize the educational process of future specialists in the field of culture and art, increasing its interactivity and effectiveness. The conducted research proves that the introduction of AI into the process of professional training has high potential. The integration of AI tools opens up new opportunities for developing creativity, improving professional competencies, and increasing the competitiveness of future artists and cultural professionals.

Introducing SoNHR-Reporting guidelines for Social Networks In Health Research.

The overall goal of this work is to produce a set of recommendations (SoNHR-Social Networks in Health Research) that will improve the reporting and dissemination of social network concepts, methods, data, and analytic results within health sciences research. This study used a modified-Delphi approach for recommendation development consistent with best practices suggested by the EQUATOR health sciences reporting guidelines network. An initial set of 28 reporting recommendations was developed by the author team. A group of 67 (of 147 surveyed) experienced network and health scientists participated in an online feedback survey. They rated the clarity and importance of the individual recommendations, and provided qualitative feedback on the coverage, usability, and dissemination opportunities of the full set of recommendations. After examining the feedback, a final set of 18 recommendations was produced. The final SoNHR reporting guidelines are comprised of 18 recommendations organized within five domains: conceptualization (how study research questions are linked to network conceptions or theories), operationalization (how network science portions of the study are defined and operationalized), data collection & management (how network data are collected and managed), analyses & results (how network results are analyzed, visualized, and reported), and ethics & equity (how network-specific human subjects, equity, and social justice concerns are reported). We also present a set of exemplar published network studies which can be helpful for seeing how to apply the SoNHR recommendations in research papers. Finally, we discuss how different audiences can use these reporting guidelines. These are the first set of formal reporting recommendations of network methods in the health sciences. Consistent with EQUATOR goals, these network reporting recommendations may in time improve the quality, consistency, and replicability of network science across a wide variety of important health research areas.

Effect of PRISMA 2009 on reporting quality in systematic reviews and meta-analyses in high-impact dental medicine journals between 1993-2018.

The PRISMA guidelines were published in 2009 to address inadequate reporting of key methodological details in systematic reviews and meta-analyses (SRs/MAs). This study sought to assess the impact of PRISMA on the quality of reporting in the full text of dental medicine journals. This study assessed the impact of PRISMA (2009) on thirteen methodological details in SRs/MAs published in the highest-impact dental medicine journals between 1993-2009 (n = 211) and 2012-2018 (n = 618). The study further examined the rate of described use of PRISMA in the abstract or full text of included studies published post- PRISMA and the impact of described use of PRISMA on level of reporting. This study also examined potential effects of inclusion of PRISMA in Instructions for Authors, along with study team characteristics. The number of items reported in SRs/MAs increased following the publication of PRISMA (pre-PRISMA: M = 7.83, SD = 3.267; post-PRISMA: M = 10.55, SD = 1.4). Post-PRISMA, authors rarely mention PRISMA in abstracts (8.9%) and describe the use of PRISMA in the full text in 59.87% of SRs/MAs. The described use of PRISMA within the full text indicates that its intent (guidance for reporting) is not well understood, with over a third of SRs/MAs (35.6%) describing PRISMA as guiding the conduct of the review. However, any described use of PRISMA was associated with improved reporting. Among author team characteristics examined, only author team size had a positive relationship with improved reporting. Following the 2009 publication of PRISMA, the level of reporting of key methodological details improved for systematic reviews/meta-analyses published in the highest-impact dental medicine journals. The positive relationship between reference to PRISMA in the full text and level of reporting provides further evidence of the impact of PRISMA on improving transparent reporting in dental medicine SRs/MAs.

Review of the Monograph of Doctor of Law, Professor Sergey Fedorovich Milyukov, Doctor of Law Andrey Vyacheslavovich Nikulenko "Causing harm during the Detention of a Person who Committed a Socially Dangerous act ". 2nd ed., reprint. and additional. St. Petersburg: Legal Center, 2020. 768 p.

Relevance. In the review, the authors evaluate the monographic work of Doctor of Law, Professor S. F. Milyukov, Doctor of Law A.V. Nikulenko: "Causing harm during the detention of a person who committed a socially dangerous act." In the realities of today, the scientific, theoretical and practical problems of the implementation of the institution of causing harm during the detention of a person who committed a crime, as an independent circumstance excluding the criminality of the act, have not lost their significance.The purpose of the study: to conduct a comprehensive comprehensive scientific analysis of the monographicwork.Objectives: to assess the relevance and novelty of the content, the depth of the problem formulation and solu-tion of the designated tasks, the scientific and practical significance of the results of the monographic research.Methodology. The review was based on general scientific (analysis, synthesis, comparison, etc.), private scientific and special legal methods of cognition. and correctlyResults. The team of authors made a proposal for a number of amendments to the current norms of Chapter 8 of the Criminal Code of the Russian Federation and supplementing it with Article 381 "Detention of an imaginary assailant", Article 421 "Error in the presence of circumstances precluding the criminality of the act"; amendments to articles of the Special Part of the Criminal Code of the Russian Federation concerning the excess of measures necessary for detention; on the settlement of compensation for material and other (for with the exception of moral) harm in a civil procedure through the improvement of civil legislation.Conclusion. Modern domestic legislation focuses on the regulation of the conditions for the legality of causing harm during the detention of a person who has committed a socially dangerous act, which should apply to specially authorized officials without any exceptions and substitute criminal legal regulation and have priority over departmental regulations. The proposals made, together with the adoption in the future by the Supreme Court of the Russian Federation of a resolution on all institutions excluding criminality of the act, will be able to ensure a uniform approach in law enforcement practice and contribute to strengthening the rule of law.

Female Language in Popular Science

Abstract Fewer women than men are involved in STEM (Science, Technology, Engineering, and Mathematics) fields and one of the reasons might be a lack of exposure to familiar linguistic structures in reading materials designed to spark interest and to recruit new scientists. Popular science, as a multifaceted genre, creates an accessible kind of exposure to the scientific world that can potentially lead to a career in that field. Considering this potential of the genre and keeping in mind that most popular science is written by men, the present study examined fifteen articles (five written by men, five by women, and five co-written by authors of both genders) for the presence of female language. Female language was differentiated from gendered language (which is tied to female stereotypes) and identified based on the frequency of certain linguistic markers found in texts produced by women. The results demonstrate that women and teams of authors that include women write differently than men do, thus confirming previous investigations into differences in linguistic production between men and women. The study suggests that exposing young women considering a career in science to popular science written by females might be beneficial in cementing their aspirations, as language has a strong connection to self-perceived gender identity.

Abstract C104: Addressing health disparities: Enhancing knowledge and screening practices for liver disease risk factors among African Americans

Abstract Background: Liver cancer poses a significant health burden globally, with racial and ethnic disparities in its incidence. Among these disparities, the Black population in the United States faces a heightened risk of liver cancer due to the higher prevalence of chronic hepatitis B virus (HBV) and hepatitis C virus (HCV) infections. This study aimed to evaluate the effectiveness of a culturally tailored educational intervention designed to enhance awareness of liver cancer prevention and screening among at-risk populations. Methods: Descriptive statistics were used to characterize participant demographics and clinical factors. Paired t-tests assessed the difference in knowledge scores before and after the intervention. Poisson regression with robust variance estimation determined the association between physicians' recommendations for testing and patients receiving blood tests. Results: The study included 137 African American participants. Prior to the intervention, the majority were aware that casual contact does not transmit HBV or HCV (79.6%) and that sharing needles for tattoos or drug injection can transmit the viruses (77.4%). The mean knowledge score increased significantly from 6.61 pre-intervention to 8.44 post-intervention (p-value<0.001). Poisson regression analysis showed that African American adults were less likely to receive physician recommendations for blood tests for HBV (RR=0.95, 95%CI:0.87,1.04) and HCV (RR=0.91, 95%CI:0.83,1.00) compared to other racial/ethnic groups. Conclusions: The culturally tailored educational intervention effectively improved knowledge of HBV and HCV among African American participants, indicating the importance of culturally sensitive programs in reducing liver cancer disparities. Efforts to increase awareness of liver disease and promote testing within the healthcare system are crucial for reducing the morbidity and mortality associated with HBV and HCV infections among African Americans. Character count (with spaces): 1,963 Acknowledgment: This study was supported by TUFCCC/HC Regional Comprehensive Cancer Health Disparity Partnership, Award Number U54 CA221704(5) from the National Cancer Institute of National Institutes of Health (NCI/NIH) and by NIGMS/NIH award # 1SC3GM131949[GXM1] . The author team would like to thank Community Advisory Board members, leaders, and staff members for collaborating with community/faith-based organization partners. We also acknowledge the research team staff of Planning Evaluation Core under TUFCCC/HC Regional Comprehensive Cancer Health Disparity Partnership for their support and contribution for their support and contributions to Community Outreach Core's data management. Its contents are solely the authors' responsibility and do not necessarily represent the official views of the NCI/NIH or the NIGMS/NIH. Citation Format: Jade A. Truehart, Thoin F. Begum, Keshanti Bruce, Lin Zhu, Ming-Chin Yeh, Evelyn Gonzalez, Marilyn A. Fraser, Ada Wong, Steven Zhu, Nathaly Rubio-Torio, Grace X. Ma, Yin Tan. Addressing health disparities: Enhancing knowledge and screening practices for liver disease risk factors among African Americans [abstract]. In: Proceedings of the 16th AACR Conference on the Science of Cancer Health Disparities in Racial/Ethnic Minorities and the Medically Underserved; 2023 Sep 29-Oct 2;Orlando, FL. Philadelphia (PA): AACR; Cancer Epidemiol Biomarkers Prev 2023;32(12 Suppl):Abstract nr C104.

Optimizing process and methods for a living systematic review: 30 search updates and three review updates later

ObjectiveTo describe the living systematic review (LSR) process and to share experience of planning, searches, screening, extraction, publishing and dissemination to inform and assist authors planning their own LSR. Many LSR do not publish more than one update, we hope this paper helps to increase this. Study Design and SettingA Cochrane LSR with an international author team that has been ‘living’ for two years, with monthly search updates and three full updates published in this time. LSRs are regularly updated systematic reviews that allow new evidence to be incorporated as it becomes available. LSR are ideally suited to policy-relevant topics where there is uncertainty and new evidence will likely impact the interpretation and/or certainty of outcomes. ResultsThe key features of the process that require consideration are: specifying the frequency of searches and triggers for full updates in the protocol; stakeholder input; publishing and disseminating monthly search findings. A strong team, incorporating methodological and topic expertise, with core members that meet regularly is essential. Regular search updates make it important to have a clear cyclical schedule of activity. To achieve timely updates this process should be streamlined, for example, using automated monthly searches, and systematic reviewing software for screening. LSR provide a unique opportunity to incorporate stakeholder feedback. ConclusionsWe recommend that LSRs should be: justified; carefully planned including the timing of search updates, triggers for publication and termination; published in a timely manner; have a clear dissemination plan; and a strong core team of authors.

“I think they killed him”: Long‐term trauma associated with perceived cause of death in bereaved dementia caregivers whose loved ones were in a nursing home at time of death

AbstractBackgroundOne in three Medicare beneficiaries dies with dementia. COVID‐19 has disproportionately increased death rates among: persons living with dementia (PLWD), those in nursing homes, and members racially/ethnically minoritized groups. Simultaneously, COVID‐19 led to a mass exodus of nursing home staff, creating a perfect storm for abuse and neglect, especially of those most often historically and systematically disadvantaged. Reports of abuse and neglect in nursing homes, especially among PLWD are not new. But, the primary focus has been residents being abused or neglected. In the present paper we present the implications of abuse and neglect for the family and friends who provide care for PLWD in nursing homes.MethodTogether with community partners we explored experiences of dementia‐related bereavement with a 15‐member community advisory board over two years. Our authorship team includes experts in long‐term care, healthcare system administrators, nurses who have worked within healthcare systems, and those with lived experience. Lived experience perspectives come from caregivers who cared for parents and grandparents with dementia, identify with different racial/ethnic groups, are of different ages, and have had between 2 and 12 years since the death of the PLWD they cared for.ResultAs one community member stated, “there’s all kinds of ways that a facility could potentially kill someone, whether it be through like a willful act or just neglect.” We present the experiences of community partners who attribute the deaths of PLWD they cared for to such abuse and neglect and explore the ways that abuse and neglect manifested, potential precipitating events, and how those deaths continue to affect family members years or even decades after a PLWD’s death.ConclusionWe explore and share these experiences to amplify the voices of these bereaved dementia caregivers and raise a call for the research and clinical communities to seek ways to aid former caregivers and nursing home staff. Community partners also made clear that interactions between each person with dementia and nursing home staff were exceedingly challenging and that those staff deserve additional support to help them prepare for and cope with those events.

New technology and research progress in neurosurgery diagnosis and treatment

Neurosurgery is a vital branch of medicine that deals with the surgical management of brain disorders. The increasing demand for clinical solutions drives technological innovation, and the rapid progress in science and technology enables new discoveries, knowledge, techniques, and instruments in neurosurgery, expanding the scope and accuracy of diagnosis and treatment, and enhancing therapeutic outcomes. The author team combines domestic and international literature and previous clinical and scientific research experience, focusing on practical clinical problems in several subspecialties, including neuroimaging, neuronavigation and surgical robot assistance, central nervous system tumors, surgical treatment of cerebrovascular disease, functional neurosurgery, neuroinjury and neural repair, and digital neurosurgery. The paper summarizes in detail the research hotspots and puts forward the research direction prospects, including the innovative application of imaging technology, the development of fine surgery, the innovation of neuro-oncology diagnosis and treatment, the surgical standardization of cerebrovascular disease, the progress of neuromodulation, the individualized neurological alternative treatment and the digitalization of multi-dimensional information in neurosurgery.

Study of the process of connecting rod liners’ shape changing in the pre-failure operation period of transport and technological machines and equipment

BACKGROUND: During the operation of transport and technological machines and equipment, the most frequent failure is loose running of connecting rod liners of a crankshaft. Previous studies on tractor, locomotive and automotive diesel engines did not sufficiently disclose the reasons for loose running of liners. AIMS: Study of the stress-strain state of the steel base of connecting rod liners as the initial and developing factors of the process leading to failure. METHODS: The research is based on the analysis of numerous works devoted to the study of the causes of loose running of connecting rod liners of various internal combustion engines. The methods and results on the operational and bench studies of the stress state and shape changing of connecting rod liners for the KAMAZ-740 (8Ch 12/12) engine obtained by the team of authors are used as the basic data. RESULTS: The process of change in stress state and consequent change in geometric parameters of the steel base, accompanied by change in the shape of connecting rod liners of the KAMAZ-740 engines has been revealed. It is established with the study that the occurrence of failure is not sudden. The process proceeds according to a certain pattern in three stages. The first stage is characterized by the appearance of deformation of a liner due to excessive stress state; the second stage is caused by development of obtained deformations up to critical values; the third stage is loose running of a connecting rod due to obtained deformations and violations of liner’s hydrodynamics conditions. The main result is justification of requirements and conditions for ensuring stability of parameters and shape of liners during long-term operation of engine. CONCLUSIONS: Knowledge of the process leading to the change in shape of crankshaft bearing liners makes it possible to develop design and technological solutions and recommendations to eliminate failures by optimizing the parameters of liners.

Environmental Consensus and Systematic Spatio-temporal Analysis of Mountain Sustainability

The mountain environmental systems are considered unique ecological and bio-physical systems which provide ecosystem services to the global community. It is observed that the rapid ecological changes and habitat destruction occur due to demographic changes, investment and introduction of various infrastructure development, and rapid harness of the available natural resources in the region. Such economic growth and recent environmental dynamics have engrossed the attention of the scientific community for comprehensive study. The focus of the present study is to understand the spatio-temporal consensus of the scientific community working on the mountain’s environmental sustainability. This study includes the bibliometric and network analysis of 1,384 research papers published on mountain sustainability and ecosystem in various journals. The analysis is performed on numerous essential research indicators such as open-access publication, number of citations, author team size, affiliated institutions and countries, publishing journals, research categories, and keywords. This article will provide an in-depth and holistic understanding of the issues and concerns related to global mountain environmental sustainability. The findings of the article will provide a scholarly platform for the development of stakeholders and organizational relationships working for mountain ecosystem sustainability.

Digital competence of Russian youth: state and factors of influence

The article is devoted to the study of digital competence of youth, the analysis of data collected during a representative all-Russian sociological survey of youth conducted by a team of authors in 2023. The purpose of this study is a deeper understanding of the current level of digital literacy of Russian youth and the identification of factors affecting its development. Summarizing the results obtained allows us to draw conclusions about how young people adapt to the digital world, what challenges and opportunities it provides, and what strategies can be developed to strengthen and improve their digital competence.

Local Voices: Perspectives from the Local Community on the Primates of Kakamega Forest, Western Kenya.

From the perspective of a field research team comprising members of the local community near a rain forest in western Kenya, we describe the relationship between local people and local primates. Local people generally have little knowledge about the natural history of the monkeys living nearby, with people living closer to the forest knowing more. Most have a negative attitude toward monkeys because they occasionally forage on agricultural crops. A few people value monkey meat, which they believe to enhance human health. Participating in research on the behavioral ecology of blue monkeys allowed the author team to learn a great deal about these animals, including their role in the forest ecosystem and their behavioral similarities to humans. This experience differentiates their attitudes from most other members of their local community. However, the attitudes of local people are changing along with lifestyles. With more children in school and adults finding paid work, local people today generally have less experience of the forest than previous generations. A more tolerant attitude toward monkeys, recognizing their role in the forest ecosystem and their similarities to humans, is emerging among those who have been taught about biodiversity. This perspective is likely to contribute to their successful conservation.

Emotion Detection via Voice and Speech Recognition

Emotion detection from voice signals is needed for human-computer interaction (HCI), which is a difficult challenge. In the literature on speech emotion recognition, various well known speech analysis and classification methods have been used to extract emotions from signals. Deep learning strategies have recently been proposed as a workable alternative to conventional methods and discussed. Several recent studies have employed these methods to identify speech-based emotions. The review examines the databases used, the emotions collected, and the contributions to speech emotion recognition. The Speech Emotion Recognition Project was created by the research team. It recognizes human speech emotions. The research team developed the project using Python 3.6. RAVDEESS dataset was also used since it contained eight distinct emotions expressed by all speakers. The RAVDESS dataset, Python programming languages, and Pycharm as an IDE were all used by the author team.

Examining Rental House Data With MRL Analysis

In today's scenario, we all are surrounded with technologies. As the world is shifting towards technology with great pace, and technology is also showing its efficiency and strength, we must appreciate its power. Now the world is shifting towards digitalization. So, it's also important to think that ideas should lie towards e-business to get full advantage of the system. The housing sector is one of the important fields which must get the support of the technological domains to overcome many challenges. So, there is a requirement to bring a system that can direct the work of renter and customer easier. To bring this idea into the real world, the author's team has come up with the idea of a rental house portal system. This portal is a web application which acts as an e-platform to search flats, apartments, property, etc., with scientific analysis-based data. In this system, the owner provides the details of flats with its features and using ML (machine learning) technology, the price of flat is calculated and the customer can check the availability of flat according to his/her requirement and to provide benefits to both parties. As the details of the flat are available on site, there is no need to explain the features of the house to the owner. Customers also have the benefits of searching for the desired house in less time and at a very reasonable price. Therefore, the rental house system is a very nice step towards the finding of flats online. The present manuscript has new thoughts of prediction of house rent price according to the features provided using statistical techniques and has come as one of the best platforms to search the property at a reasonable price.

Dietary counselling plus omega-3 supplementation in the treatment of generalized anxiety disorder: protocol for a randomized wait-list controlled pilot trial (the “EASe-GAD Trial”)

BackgroundAnxiety disorders are prevalent and disabling conditions involving excessive worry and tension. Generalized anxiety disorder (GAD), the most common anxiety disorder, affects 5% of individuals from high-income countries and many individuals report that treatment options are not accessible, effective, or tolerable. Clinical evidence suggests that nutrition interventions, based on the Mediterranean diet and supplementation of omega-3 fatty acids, can significantly improve symptoms of depression; however, the effect of nutrition interventions on anxiety symptoms has not been studied in a clinical population. The primary objective of the present study is to assess the feasibility and acceptability of a dietary counselling and omega-3 fatty acid supplementation intervention delivered to adult women with GAD. The secondary objectives include assessing changes in anxiety symptom severity, assessing changes in quality of life, assessing changes in biomarkers, and evaluating the components of the program.MethodsThis study is a randomized, wait-list controlled pilot trial delivering a 12-week, dietary counselling intervention and omega-3 supplementation to 50 adult women with GAD. Participants will complete seven individual counselling sessions which include education, personalized recommendations, mindful eating techniques, motivational interviewing, and goal setting. They will be provided with recipes, instructional videos, and food items. The intervention is designed based on the Social Cognitive Theory and previous research that has been done by the author team to identify dietary constituents with the most evidence to support their use in the treatment of anxiety disorders. Questionnaires and blood work will be completed at baseline, after the waiting period (for those in the waitlist group), and after the intervention.DiscussionResults from this study will lay the foundation for future large-scale studies in this area and may provide preliminary evidence of the role of diet counselling and omega-3 supplementation in the management of GAD. Research on the role of nutrition in psychiatric care has been identified as a priority by a number of international organizations. The present trial directly addresses the call for the research that is most needed to advance the field.Trial registrationThis protocol was registered at ClinicalTrials.gov on October 10, 2022; NCT05573672.Trial sponsor: The Canadian College of Naturopathic Medicine, 1255 Sheppard Ave E, Toronto, ON M2K 1E2, 416–498-1255.Steering committee: Composed of MA, LL, KC, IvdW, SM, UN, AJ. The committee meets monthly to oversee the trial.Protocol identifier: CCNM_EASe-GADCT_2201v4.