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A REVIEW OF MACHINE LEARNING IN BANKING RISK MANAGEMENT AND POSSIBLE RESEARCH TOPICS
Full text linkThe 2008 global financial crisis brought to light the fundamental significance of bank risk management (GFC). The primary cause of the economic and financial disaster that ensued after the Great Financial Crisis was banks' utter disdain for risk management in the years preceding 2008. Bank culture and structure have changed as a result of the substantial regulatory measures that have since been put in place to address the flaws and deficiencies that were exposed in the financial services industry. The purpose of this article is to examine the degree to which machine learning has been studied in relation to risk management in the banking industry and to suggest possible directions for future research. It ranks bank-specific risks according to an analysis of bank reports and assesses The domains of risk management in banking where machine learning principles have been used
Securing Life-Saving Devices: Challenges and Solutions in Medical Device Cybersecurity
Full text linkMedical devices are essential for modern healthcare, but their increasing connectivity exposes them to cyber threats. Vulnerabilities in outdated systems, weak authentication, and lack of standardized security measures have made these devices prime targets for cyberattacks. This paper examines critical cybersecurity challenges in medical devices, highlighting real-world breaches and their impact on patient safety. Proposed solutions focus on integrating security into the development lifecycle, strengthening encryption and authentication, and ensuring regular updates to mitigate risks. The role of healthcare providers in cybersecurity management is also emphasized. Additionally, AI-driven threat detection and blockchain technology offer innovative approaches to protecting sensitive medical data. Future efforts must prioritize cross-industry collaboration, policy development, and global security standards to ensure resilient medical device infrastructure. Addressing these challenges is essential to protect patient lives, maintain trust in medical technology, and strengthen the security of healthcare systems
Telemedicine: Opportunities for Remote Management of Women's Health
Full text linkThis article is devoted to the study of the potential of telemedicine in the remotemanagement of women's reproductive health. This study analyzes the use of telemedicine platforms in women's health services, its advantages, limitations and future development prospects. The functions of telemedicine for women's health, such as menstrual cycle monitoring, pregnancy monitoring, early detection of gynecological diseases and reproductive counseling, are considered. The role of artificial intelligence and big data technologies in increasing the effectiveness of remote counseling is also studied.The article presents facts about how telemedicine has been an important tool for women during the pandemic, providing women with easy and fast access to healthcare services. At the same time, it also analyzes the problems that arise when using remote services, such as information security, technical infrastructure, and the right to access information.The results of the study show that telemedicine is important in supporting women's health, and to increase its effectiveness, attention should be paid totechnological innovations and the training of qualified specialists. This article contains recommendations of practical importance for scientists and practitioners in the field of health
The Purpose of Teaching the Basic Features of Pharmaceutical Information to Students of Medical Universities
Full text linkIn addition to the skills of quick search of pharmaceutical information, the ability to analyze, summarize and present information to patients and other health care professionals is of great importance for a pharmacist. Practical work allows you to bring theory as close as possible to the practice of pharmaceutical activities. This article discusses the importance of obtaining, processing and using pharmaceutical information and teaching students of medical universities the main features of pharmaceutical informationThe information is covered and this helps students gain in-depth practical skills
БИОТИББИЁТ МУҲАНДИСЛИГИ ЙЎНАЛИШИДА ТАҲСИЛ ОЛАЁТГАН ТАЛАБАЛАРГА “БИОСИГНАЛЛАРНИ ҚАЙТА ИШЛАШ” ФАНИНИ ЎҚИТИШНИНГ АҲАМИЯТИ
Full text linkҲозиргизамонавий тиббиёт, маиший ва электроника соҳаларидаги аппаратлар, қурималар ва жиҳозларни ишлаб чиқариш, лойиҳалаш ва таъмирлашда асосий эътибор талаб қилинувчи қурилмалар ва техник воситаларни бўлишлиги ва улар билан ишлаш малакаларига эга мутахассисларни тайёрлаш долзарб вазифалардан биридир. Тиббий-биологик жараёнларни ўрганиш, тадқиқ этиш, ташхис қўйиш ва таҳлил этишда ва аниқ далилларни олишда муҳим аҳамиятга эга. Биотиббиёт муҳандислиги, асбобсозлик, диагностика каби турли жабҳаларда фаолият олиб бораётган мутахассислар учун биотиббиёт сигналларини таҳлил қилиш ва ишлов бериш соҳаларинибилишлари ва уларни ҳаётга тадбиқ қила олишлари шарт. Ушбу мақолада биотиббиёт муҳандислиги йўналишида таҳсил олаётган талабаларга «Биосигналларни қайта ишлаш» фанини ўқитишнинг аҳамияти ҳақидаги фикрлар ёритилган
ANALYSIS OF CLINICAL AND FUNCTIONAL STATUS IN PATIENTS WITH CHRONIC HEART FAILURE FOLLOWING COVID-19 INFECTION
Full text linkObjective. This study aimed to analyze echocardiographic, hemodynamic, and functional changes in patients with chronic heart failure (CHF) who had recovered from COVID-19 compared to those who had not. Additionally, we assessed clinical status, quality of life, and key factors influencing disease progression and treatment outcomes.Materials and Methods. A total of 103 patients aged over 60 with CHF were enrolled in the study. Based on medical history, they were divided into two groups: Group 1(n=52): CHF patients with a history of COVID-19 infection. Group 2(n=51): CHF patients without prior COVID-19 infection. The study was conducted at City Clinical Hospital No. 7 in Tashkent. Patients were monitored for one year, with assessments including: Echocardiography (ECHO)for evaluation of left ventricular systolic and diastolic function, ejection fraction (EF), total systolic volume (TSV), and total diastolic volume (TDV). Hemodynamic assessmentwith measurement of systolic blood pressure (SBP) and diastolic blood pressure (DBP).6-minute walk test (6MWT)for exercise tolerance. Blood testsfor analysis of lipid profile and glucose levels. Clinical observations, including frequency of outpatient visits, hospitalizations, and mortality rates. Statistical analysis was performed, with a significance level of p<0.05 considered statistically significant
SMART CITIES AND CIRCULAR ECONOMY ADVANCING WASTE MANAGEMENT THROUGH URBAN INNOVATION IN NIGERIA
Full text linkThe increasing rate of urbanization in Nigeria has led to significant challenges in waste management, environmental sustainability, and resource efficiency. As cities expand, conventional waste management systems struggle to keep pace with rising waste generation, leading to pollution, inefficient resource utilization, and public health concerns. This study explores how the integration of smart city innovations and circular economy principles can transform waste management systems, fostering a more sustainable urban future. Through an in-depth analysis of emerging technologies, policy frameworks, and stakeholder engagement, the research identifies key strategies for leveraging IoT-enabled waste collection, AI-driven sorting, blockchain for waste tracking, and digital monitoring systems to enhance waste efficiency and promote sustainable recycling industries
Laboratory Diagnosis of Respiratory Tract Infections in Children
Full text linkSharp breath of the roads infections whole world along children's illness and death main from the reasons one to be global on a scale respirator infections from 0 to 5 years old was 2 million children close to death reason to be guess Approximately 80% of these respiratory infection cases are caused by viral pathogens such as influenza A and B, respiratory syncytial virus A and B, parainfluenza virus types 1-3, adenovirus, rhinovirus, human metapneumovirus, and others
Turkisms in English Lexicographic Sources
Full text linkThe process of foreign words entering different languages and acquiring vocabulary is a complex and multifaceted phenomenon that has occurred in different historical periods. The influence of one language on another, especially in the case of Turkisms in English, provides valuable information about the development, assimilation, and adoption of languages over time. This article examines the interpretation of Turkish loanwords in English and sheds light on the mechanisms and historical conditions that contributed to their integratio
Harnessing AI Adoption in the Workforce A Pathway to Sustainable Competitive Advantage through Intelligent Decision-Making and Skill Transformation
Full text linkArtificial intelligence (AI) is transforming the workplace by enhancing decision-making, improving efficiency, and developing employee skills. To fully benefit from AI, organizations must ensure their seamless integration into daily operations. This study explores how businesses can gain a sustainable competitive advantage by adopting AI in workforce development, focusing on decision-making improvements and skill transformation. By analyzing industry trends and case studies, the research identifies key factors that drive or hinder AI adoption among employees. Companies that invest in structured AI training programs experience higher productivity, better decision-making, and increased innovation. Additionally, organizations that embrace AI-driven workforce development can adapt more effectively to rapid market changes. The study highlights the role of leadership in fostering an AI-driven learning culture by emphasizing incentives and support systems for employee engagement. A well-planned AI strategy strengthens workforce capabilities, ensuring long-term business success and resilience in the digital economy. Organizations that proactively adopt AI and train employees in essential skills gain a competitive edge while safeguarding against digital challenges. Companies that leverage AI to enhance human talent, rather than replace jobs, will drive continuous innovation, sustainable growth, and lasting success