Leveraging Machine Learning to Enhance Occupational Safety and Health in Hospital DOI

Saydrine Conica,

Nikova Browne,

Robert Danyll

и другие.

Safety and Health For Medical Workers, Год журнала: 2024, Номер 1(2), С. 78 - 94

Опубликована: Июль 10, 2024

Objective: This study focuses on utilizing Machine Learning (ML) approaches to improve Occupational Safety and Health (OSH) performance, involving the prediction prevention of risks based data.Methods: Analysis a dataset 550 OSH incident reports from Metax Cancer Hospital (2019–2023) was conducted using descriptive inferential statistics. algorithms including decision trees, random forests, support vector machines were used for evaluation results. The models evaluated various performance metrics such as accuracy, precision, recall, AUC.Findings: analysis made key observations both workplace environmental factors, safety protocols, occurrence. ML demonstrated high with forests achieving best accuracy in terms correct classification events. These findings highlight promise hospitals.Novelty: We propose an original contribution integration process towards improvement hospital ecosystem also characterized complex challenges which predictive analytics can yield substantial risk mitigation.Research Implications: proposes spillover framework establishing intelligence systems that combines data-driven techniques traditional management structures. It highlights role real-time improving outcomes. demonstrates ability facilitate assessment safety.

Язык: Английский

Next-Generation strategies to combat antimicrobial resistance: Integrating genomics, CRISPR, and novel therapeutics for effective treatment DOI Creative Commons

Aliu Olalekan Olatunji,

Janet Aderonke Olaboye,

Chukwudi Cosmos Maha

и другие.

Engineering Science & Technology Journal, Год журнала: 2024, Номер 5(7), С. 2284 - 2303

Опубликована: Июль 24, 2024

Antimicrobial resistance (AMR) poses a significant threat to global public health, necessitating innovative strategies combat this escalating issue. This review outlines next-generation approaches integrating genomics, CRISPR technology, and novel therapeutics effectively address AMR. Genomic techniques enable comprehensive understanding of the genetic mechanisms underpinning resistance, facilitating development targeted interventions. By sequencing genomes resistant pathogens, researchers can identify genes, track their spread, predict emerging patterns. CRISPR-Cas systems offer revolutionary tool for combating AMR through precise genome editing. technology disrupt restore antibiotic sensitivity, develop bacteriophage therapies that selectively target bacteria. Moreover, CRISPR-based diagnostics rapid, accurate detection strains, enhancing infection control measures. The advent therapeutics, such as antimicrobial peptides, therapy, synthetic biology-derived compounds, provides alternative treatment options. These bypass traditional exhibit efficacy against multi-drug organisms. Additionally, artificial intelligence (AI) machine learning with genomics accelerate discovery new antibiotics trends, optimizing regimens. Implementing these requires robust collaboration, regulatory frameworks, investment in research development. combining CRISPR, we create multifaceted approach overcome AMR, ensuring effective treatments safeguarding health. integration represents paradigm shift strategy, offering hope future where infections be managed treated. Keywords: Integrating Genomics, Resistance, Therapeutic

Язык: Английский

Процитировано

18

Healthcare management education and training: Preparing the next generation of leaders - a review DOI Creative Commons

Olukemi Osunlaja,

Amarachukwu Enahoro,

Chukwudi Cosmos Maha

и другие.

International Journal of Applied Research in Social Sciences, Год журнала: 2024, Номер 6(6), С. 1178 - 1192

Опубликована: Июнь 13, 2024

This review paper explores the evolving landscape of healthcare management education and training, highlighting necessity for innovative approaches in preparing next generation leaders. It addresses integration technological advancements, global health challenges, patient-centred care into curricula, alongside identifying core competencies essential effective leadership. The evaluates teaching methodologies, such as online learning, simulation-based experiential their effectiveness enhancing learning outcomes. also examines challenges faced by education, including rapid changes regulatory updates. Recommendations are provided curriculum development, faculty institutional support, emphasizing importance a forward-thinking approach to education. findings underscore critical role educators, policymakers, organizations developing programs that equip future leaders with necessary skills knowledge navigate complexities industry. Keywords: Healthcare Management Education, Leadership Competencies, Innovative Teaching Methods, Experiential Learning, Technological Advancements, Global Health Challenges.

Язык: Английский

Процитировано

17

Designing Cybersecurity Measures for Enterprise Software Applications to Protect Data Integrity DOI Creative Commons

Daniel Ajiga,

Patrick Azuka Okeleke,

Samuel Olaoluwa Folorunsho

и другие.

Computer Science & IT Research Journal, Год журнала: 2024, Номер 5(8), С. 1920 - 1941

Опубликована: Авг. 23, 2024

In an era of escalating cyber threats, safeguarding data integrity in enterprise software applications is critical for maintaining trust and operational stability. Designing robust cybersecurity measures essential to protect sensitive information from unauthorized access, alteration, loss. This review explores key strategies methodologies developing comprehensive frameworks tailored applications. Effective begins with a thorough risk assessment identify potential vulnerabilities threats specific the enterprise's environment. Implementing multilayered security measures, including encryption, access controls, authentication protocols, vital mitigating risks. Encryption protects transit at rest, ensuring that even if intercepted, remains unintelligible parties. Access controls mechanisms, such as multifactor (MFA), enhance by verifying identity users restricting based on roles permissions. Regular audits vulnerability assessments play crucial role detecting addressing weaknesses. These should be conducted both internally externally provide view posture. Additionally, adopting secure coding practices integrating into development lifecycle (SDLC) help identifying during phase. Incident response planning another aspect cybersecurity. Developing well-defined incident plan ensures can quickly effectively address breaches, minimizing damage restoring integrity. includes establishing protocols detecting, responding to, recovering incidents. Educating training employees about best Employees aware common phishing social engineering attacks, understand their enterprise’s data. conclusion, designing effective requires multifaceted approach assessment, regular audits, practices, planning, employee training. By implementing these strategies, enterprises defenses, integrity, ensure resilience against evolving threats. Keywords: Designing, Cybersecurity, Data Integrity, Software Applications, Enterprise.

Язык: Английский

Процитировано

17

Emerging Trends and Insights: A Comprehensive Bibliometric Analysis of Artificial Intelligence Applications in Healthcare and Psychology DOI Open Access

Khadijah Oluwatosin Abdulsalam,

Musa Nanahawau Torera,

Ajinatswen Agbu Dawuda

и другие.

Journal of Advances in Mathematics and Computer Science, Год журнала: 2025, Номер 40(1), С. 54 - 71

Опубликована: Янв. 15, 2025

Purpose: This study provides a comprehensive bibliometric analysis of advancements in Artificial Intelligence Healthcare and Psychology (AIHCP), focusing on emerging trends their implications for future research practice. Given the rapid developments AI technologies applications these fields, detailed examination patterns thematic areas is critical. Design/Methodology/Approach: Using two-stage filtering process, we analyzed 1,499 documents from 1960 to 2023, narrowing down 1,362 published between 2013 further 11 publications 2018–2023. Data were retrieved Scopus database, analyses included frequency distribution by journals, authors, countries, organizations, as well network visualization co-occurring keywords. Thematic clusters identified using VOSviewer software, text mining/mapping abstracts was conducted deeper insights. Findings: We seven clusters, including technological capabilities, healthcare security, psychological interventions, role chatbots machine learning. Key findings reveal evolving focus research, highlighting opportunities innovation addressing existing challenges. These provide global overview underline potential transforming psychology. Originality/Value: offers unique perspective combining with mining explore AIHCP comprehensively. The serve foundation emphasizing integration into psychology practices while critical gaps opportunities.

Язык: Английский

Процитировано

1

Enhancing software development practices with AI insights in high-tech companies DOI Creative Commons

Daniel Ajiga,

Patrick Azuka Okeleke,

Samuel Olaoluwa Folorunsho

и другие.

Computer Science & IT Research Journal, Год журнала: 2024, Номер 5(8), С. 1897 - 1919

Опубликована: Авг. 23, 2024

Artificial Intelligence (AI) is revolutionizing software development practices in high-tech companies, providing transformative insights and tools that enhance productivity, quality, efficiency. This review explores the integration of AI into processes, highlighting its impact on key areas such as code generation, bug detection, project management, testing. AI-driven are enabling developers to automate repetitive tasks, optimize code, identify potential issues before they become critical, thus reducing time improving reliability. Machine learning algorithms analyze vast amounts data from past projects provide predictive analytics, guiding teams decision-making resource allocation. Natural language processing (NLP) facilitates more intuitive interactions with tools, streamlining communication collaboration among team members. Furthermore, enhances continuous deployment (CI/CD) pipelines by automating testing stages, ensuring changes seamlessly integrated deployed minimal human intervention. By leveraging AI, companies can adopt agile methodologies, respond swiftly market changes, deliver high-quality products. The also discusses challenges integrating development, including need for substantial initial investment, complexity models, importance privacy security. Solutions fostering a culture learning, investing AI-specific training developers, establishing robust governance frameworks essential overcoming these barriers. In conclusion, offer significant advantages them their practices, achieve greater efficiency, maintain competitive edge rapidly evolving technological landscape. Embracing advancements requires strategic approach, investment technologies training, fully harness drive innovation development. Keywords: Software Development, High-Tech, Practices, Companies.

Язык: Английский

Процитировано

7

Ethical dilemmas in healthcare management: A comprehensive review DOI Creative Commons
Oluwatosin Ruth Ilori,

Tolulope Olagoke Kolawole,

Janet Aderonke Olaboye

и другие.

International Medical Science Research Journal, Год журнала: 2024, Номер 4(6), С. 703 - 725

Опубликована: Июнь 25, 2024

This research paper comprehensively examines ethical dilemmas in healthcare management, offering insights into emerging trends, technological impacts, and anticipated guideline changes. The explores managers' multifaceted challenges, including conflicting stakeholder interests, the delicate balance between patient rights organizational goals, navigating diverse cultural values. Strategies for mitigating dilemmas, such as education, policy implementation, collaborative decision-making, are discussed. Additionally, delves evolving landscape influenced by genomic medicine, artificial intelligence, telehealth. implications managers include need continuous leadership, literacy. As transforms, embracing practices becomes imperative fostering patient-centric, equitable, ethically sound environments. Keywords: Healthcare Management Ethics, Ethical Dilemmas, Technological Impacts, Leadership.

Язык: Английский

Процитировано

6

Integrating Marketing and Sales Strategies: Boosting Brand Visibility and Customer Engagement DOI Open Access

Ogechukwu Nwanneka Ezechi,

Oluwakemi Famoti,

Chikezie Paul-Mikki Ewim

и другие.

International Journal of Scientific Research in Computer Science Engineering and Information Technology, Год журнала: 2025, Номер 11(1), С. 1495 - 1514

Опубликована: Фев. 3, 2025

This review examines the integration of marketing and sales strategies as a crucial approach for boosting brand visibility enhancing customer engagement in today's competitive business environment. The fusion efforts aims to create seamless journey, ensuring that potential customers receive consistent messaging experience at all touchpoints. By aligning sales, organizations can leverage strengths both functions drive better outcomes. process begins with establishment common goals metrics teams work towards. includes defining target audiences, setting clear objectives, developing unified message resonates customers. Collaborative planning sessions regular communication between help creating cohesive strategy addresses needs preferences effectively. One key elements this is use data analytics. sharing insights, develop more targeted campaigns personalized approaches. data-driven allows identification high-value prospects creation tailored content appeals specific segments market. Additionally, automation tools Customer Relationship Management (CRM) systems facilitate information tracking interactions across teams. Furthermore, plays vital role integrated approach. High-quality, relevant pain points provides value attract nurture leads through funnel. Sales engage meaningful conversations demonstrate company's expertise commitment solving their problems. benefits integrating include increased visibility, improved lead generation, higher conversion rates, stronger relationships. working together, efficient effective engaging customers, ultimately leading sustainable growth edge marketplace.

Язык: Английский

Процитировано

0

Methodologies for developing scalable software frameworks that support growing business needs DOI Creative Commons

Daniel Ajiga,

Patrick Azuka Okeleke,

Samuel Olaoluwa Folorunsho

и другие.

International Journal of Management & Entrepreneurship Research, Год журнала: 2024, Номер 6(8), С. 2661 - 2683

Опубликована: Авг. 21, 2024

Developing scalable software frameworks is critical for businesses looking to support growth and adapt changing demands. This review explores methodologies creating robust, architectures that can handle increasing workloads evolving business requirements. It highlights key principles, such as modularity, flexibility, performance optimization, which are essential design. Central this discussion the use of microservices architecture, breaks down applications into smaller, independent services be developed, deployed, scaled independently. approach enables respond quickly market changes scale specific parts their systems without affecting entire application. Additionally, cloud computing plays a pivotal role in scalability, providing necessary infrastructure dynamically allocate resources based on demand. Leveraging cloudnative technologies like containers orchestration tools Kubernetes ensures efficiently managed diverse environments. Another methodology adoption DevOps practices, foster culture collaboration between development operations teams. Continuous integration continuous deployment (CI/CD) pipelines automate delivery process, allowing faster releases more reliable updates. reduces downtime new features improvements implemented meet needs. Data management strategies also contribute scalability. Implementing distributed databases using NoSQL large volumes data provide high availability fault tolerance. Effective caching mechanisms load balancing further enhances system responsiveness. Monitoring analytics maintaining Tools realtime insights user behavior enable proactive optimization. allows identify potential bottlenecks preemptively. In conclusion, developing requires combination architectural modern technologies, best practices. By embracing microservices, computing, DevOps, effective management, robust monitoring, create solutions future challenges. Investing these remain resilient, responsive, capable meeting needs business. Keywords: Support, Business Needs, Methodologies, Scalable Software, Framework.

Язык: Английский

Процитировано

4

Assessing the transformative impact of cloud computing on software deployment and management DOI Creative Commons

Osinachi Deborah Segun-Falade,

Olajide Soji Osundare,

Wagobera Edgar Kedi

и другие.

Computer Science & IT Research Journal, Год журнала: 2024, Номер 5(8), С. 2062 - 2082

Опубликована: Авг. 31, 2024

Cloud computing has fundamentally transformed the landscape of software deployment and management, offering significant benefits reshaping traditional approaches. This review explores transformative impact cloud on these domains, highlighting key changes advantages. Firstly, revolutionized by introducing scalable flexible infrastructure solutions. Unlike onpremises systems that require upfront investment ongoing maintenance, platforms offer ondemand resources payasyougo models. shift enables organizations to deploy rapidly, adapt changing needs, scale efficiently without constraints physical hardware. Additionally, enhances management through centralized control automation. environments provide integrated tools streamline deployment, monitoring, maintenance applications. These facilitate automated updates, patch system backups, reducing burden IT teams minimizing downtime. Furthermore, cloudbased realtime visibility analytics, allowing for proactive performance monitoring troubleshooting. The collaborative nature also fosters improved development practices. support DevOps methodologies enabling continuous integration delivery (CI/CD) pipelines. accelerates cycles, collaboration among distributed teams, ensures consistent reliable deployments. Moreover, cloud's global reach accessibility break down geographical barriers, across multiple regions effortlessly. geographic flexibility user experience high availability performance, regardless user's location. Despite advancements, transition presents challenges, including data security compliance concerns. Organizations must implement robust measures adhere regulatory requirements protect sensitive information maintain trust. In conclusion, had a profound scalable, flexible, efficient Its effects include streamlined operations, collaboration, accessibility. As technology continues evolve, navigate associated challenges while leveraging its drive innovation efficiency in management. Keywords: Management, Impact, Computing, Software Deployment, Assessing

Язык: Английский

Процитировано

4

Virtual reality in adolescent mental health management under the new media communication environment DOI Creative Commons
Dian Xu, Yanling Liu, Yukai Zeng

и другие.

Humanities and Social Sciences Communications, Год журнала: 2025, Номер 12(1)

Опубликована: Фев. 14, 2025

Язык: Английский

Процитировано

0