Challenges and opportunities to integrate artificial intelligence in radiation oncology: a narrative review DOI Creative Commons
C. Jeong, Y. M. Goh, Jungwon Kwak

et al.

The Ewha Medical Journal, Journal Year: 2024, Volume and Issue: 47(4)

Published: Sept. 12, 2024

Artificial intelligence (AI) is rapidly transforming various medical fields, including radiation oncology. This review explores the integration of AI into oncology, highlighting both challenges and opportunities. can improve precision, efficiency, outcomes therapy by optimizing treatment planning, enhancing image analysis, facilitating adaptive therapy, enabling predictive analytics. Through analysis large datasets to identify optimal parameters, automate complex tasks, reduce planning time, accuracy. In AI-driven techniques enhance tumor detection segmentation processing data from CT, MRI, PET scans enable precise delineation. beneficial because it allows real-time adjustments plans based on changes in patient anatomy size, thereby improving accuracy effectiveness. Predictive analytics using historical predict potential complications, guiding clinical decision-making more personalized strategies. Challenges adoption oncology include ensuring quality quantity, achieving interoperability standardization, addressing regulatory ethical considerations, overcoming resistance implementation. Collaboration among researchers, clinicians, scientists, industry stakeholders crucial these obstacles. By challenges, drive advancements care operational efficiencies. presents an overview current state insights future directions for research practice.

Language: Английский

A comprehensive review of data analytics in healthcare management: Leveraging big data for decision-making DOI Creative Commons

Jeremiah Olawumi Arowoogun,

Oloruntoba Babawarun,

Rawlings Chidi

et al.

World Journal of Advanced Research and Reviews, Journal Year: 2024, Volume and Issue: 21(2), P. 1810 - 1821

Published: Feb. 28, 2024

This research paper presents a comprehensive review of data analytics in healthcare management, focusing on leveraging big for decision-making. The literature explores the historical evolution analytics, emphasizing its growing importance clinical support, resource allocation, and operational efficiency within sector. discusses fundamental concepts, methodologies, emerging trends, including integrating artificial intelligence, real-time impact wearable technologies. Challenges such as quality, privacy, interoperability are identified, along with recommendations future research. findings underscore pivotal role transforming decision-making processes, implications precision medicine, preventive healthcare, enhanced patient outcomes.

Language: Английский

Citations

25

The Effects of Digital Transformation, IT Innovation, and Sustainability Strategies on Firms’ Performances: An Empirical Study DOI Open Access
Andrea Billi, Alessandro Bernardo

Sustainability, Journal Year: 2025, Volume and Issue: 17(3), P. 823 - 823

Published: Jan. 21, 2025

This paper examines the intertwined dynamics among digital transformation, IT innovation, and sustainability their collective influence on firm performance in response to evolving business landscape characterized by digitalization, concerns. The study investigates how these factors collectively impact analyzing a panel dataset of 1510 global companies from 2013–2023. model utilizes multiple linear regression analysis incorporate scores as dependent variable. At same time, are independent variables, alongside firm-level control variables. results reveal that transformation positively influences innovation strategic (BM) development, confirming its direct performance. Additionally, firms with simpler younger structures achieve better outcomes than larger more established ones. However, has limitations, it is based spanning 11 years; extending different longer period could provide insights into nature which inherently dynamic. groundbreaking exploring factors, offering unique perspective through an 11-year focus assessing dynamic models.

Language: Английский

Citations

2

Technological paradoxes and artificial intelligence implementation in healthcare. An application of paradox theory DOI
Nidhi Singh, Monika Jain, Muhammad Mustafa Kamal

et al.

Technological Forecasting and Social Change, Journal Year: 2023, Volume and Issue: 198, P. 122967 - 122967

Published: Nov. 10, 2023

Language: Английский

Citations

40

Charting the path toward a greener world: A review of facilitating and inhibiting factors for carbon neutrality DOI Creative Commons
Shalini Talwar, Amandeep Dhir, Adeel Luqman

et al.

Journal of Cleaner Production, Journal Year: 2023, Volume and Issue: 423, P. 138423 - 138423

Published: Aug. 10, 2023

The threat of anthropogenic carbon emissions and the consequent climate risk at global level has led to a noticeable surge in academic research area. However, literature primarily witnessed mushrooming growth with limited attempts systematize or synthesize mass evidence running multiple directions. Such fragmented accumulation insights can lead confusion potential neglect crucial discussions. Our study addresses this deficit consolidated area by focusing on neutrality (CN), which embodies response for mitigating serious consequences harmful emissions. To end, we used popular approach systematic review (SLR) identify congruent evaluate it critically delineate facilitating inhibiting factors. Given vastness extant literature, our five sectors: manufacturing, energy, transport, agriculture, construction (METAC) since these are known be among highest contributors We rigorous search filtration protocol shortlist 153 relevant studies. Mapping facilitators inhibitors helped us uncover under-explored aspects suggest questions future investigations. At same time, identification stimulating forces impeding hurdles highlight areas requiring policy attention managerial action support achievement CN targets.

Language: Английский

Citations

23

Exploring the resistance to e-health services in Nigeria: an integrative model based upon the theory of planned behavior and stimulus-organism-response DOI Creative Commons
Mingyue Fan, Brendan Chukwuemeka Ezeudoka, Sikandar Ali Qalati

et al.

Humanities and Social Sciences Communications, Journal Year: 2024, Volume and Issue: 11(1)

Published: May 6, 2024

Abstract Despite the evident advantages of electronic health services (eHS), there is a noticeable opposition to their acceptance, which has raised crucial question about why people, particularly in developing nations, oppose acceptance eHS. This study was designed obtain comprehensive understanding factors that influence rigid eHS by integrating two theoretical models: Stimulus-Organism-Response theory and Theory Planned Behavior. In our detailed survey, 543 respondents over 18 years old from various regions Nigeria participated. We evaluated proposed model using partial least squares structural equation modeling (PLS-SEM). The findings indicated lower literacy associated with greater addition, communication choice overload perceived risk contributed negative attitude toward Subjective norms played significant role influencing intention not use eHS, highlights social pressure’s effect. Further, perception behavioral control reduced Ultimately, affected rejection behavior significantly, makes resistance it substantial problem. research unveils contribute this provides insights for policymakers field, goal improve people’s Further recommended different geographical samples contexts gain better related behavior.

Language: Английский

Citations

12

The impact of healthcare information technology on reducing medication errors: A review of recent advances DOI Creative Commons

Christiana Adeyemi,

Bisola Oluwafadekemi Adegoke,

Tolulope Odugbose

et al.

International Journal of Frontiers in Medicine and Surgery Research, Journal Year: 2024, Volume and Issue: 5(2), P. 020 - 029

Published: April 13, 2024

This review explores the impact of HIT on reducing medication errors, encompassing recent advances in electronic health records (EHRs), clinical decision support systems (CDSS), bar-coding technology, telemedicine, and mobile applications. By synthesizing evidence from scholarly literature, case studies, real-world implementations, this paper delineates multifaceted benefits, challenges, future prospects integrating into management processes. Understanding evolving role error reduction is pivotal for healthcare stakeholders to optimize patient outcomes enhance quality safety administration. In dynamic realm modern healthcare, errors loom as a formidable challenge, imperiling safety, compromising care quality, inflating expenditures. However, amidst backdrop concern, information technology (HIT) emerges beacon hope, offering potent remedies counteract these errors. embarks journey unravel profound ameliorating delving strides across various fronts including Drawing upon rich tapestry practical meticulously examines landscape HIT's influence management. Through comprehensive synthesis evidence, we uncover diverse confront inherent illuminate promising vistas that emerge integration medication-related At core exploration lies an urgent call comprehend reduction, recognizing its significance stakeholders. assimilating insights disparate sources, endeavor empower with knowledge necessary outcomes, fortify fabric delivery, foster culture excellence essence, serves guiding compass labyrinth illuminating pathways towards safer, more efficient, effective practices. As navigate terrain, let us remain steadfast our commitment harness transformative power HIT, thereby ushering new era enhanced elevated sustainable systems. contemporary landscape, represent significant posing risks care, overall costs. advancements offer solutions mitigate

Language: Английский

Citations

8

Unlocking the relationship between ambidextrous leadership style and HRM practices in knowledge-intensive SMES DOI
Ashish Malik, Jaya Gupta, Ritika Gugnani

et al.

Journal of Knowledge Management, Journal Year: 2024, Volume and Issue: 28(5), P. 1366 - 1395

Published: Feb. 14, 2024

Purpose This paper aims to explore the relationship between owner-manager or leader’s ambidextrous leadership style and its effect on human resource management (HRM) practices, contextual ambidexterity knowledge-intensive small- medium-enterprises (SMEs) strategic agility. Design/methodology/approach study presents an in-depth qualitative case analysis of two SMEs from India’s information technology health-care products industry serving a range global clients. Using theoretical lenses empowerment-focused HRM leaders, agility, semi-structured interview data managers employees organizations were analysed. Through two-staged analytical process, we abductively developed novel conceptual framework at intersection above lenses. Findings The findings suggest that SME’s empowerment-focussed approach was influenced by their philosophy towards managing people had positive impact in creating culture trust, participation, risk-taking openness, led delivering innovative services as well several employee-level outcomes. Originality/value Recent literature reviews In highlight gaps, including shaping practices employee thus adds existing SMEs.

Language: Английский

Citations

7

Exploring the impact of digital distrust on user resistance to e-health services among older adults: the moderating effect of anticipated regret DOI Creative Commons
Brendan Chukwuemeka Ezeudoka, Mingyue Fan

Humanities and Social Sciences Communications, Journal Year: 2024, Volume and Issue: 11(1)

Published: Sept. 12, 2024

Language: Английский

Citations

5

Business strategies for achieving carbon neutrality goals in collaborative ecosystems: Bridging gaps in achieving operational status DOI
Adeel Luqman, Qingyu Zhang, Veenu Sharma

et al.

Business Strategy and the Environment, Journal Year: 2024, Volume and Issue: 33(5), P. 4744 - 4765

Published: March 2, 2024

Abstract This study delves into the pressing challenge of achieving carbon neutrality (CN) operational status among firms, with a specific focus on moderating impact emission scopes. We use mixed methods and ambidexterity resource dependence theories to examine relationships between four cooperation kinds (exploration‐focused, exploitation‐focused, resonance‐based, governance‐centric) firms' CN operating status. also how three scopes affect Our comprehensive research, based primary secondary data from 267 organizations, enhances our knowledge helps CNs achieve find that stakeholder collaboration improves objectives. found subtle correlations types Governance‐centric has substantial interaction effect scope 1 emissions, demonstrating its effectiveness in controlling emissions owned or regulated sources. As two interact, resonance‐based emphasizes necessity common values beliefs enterprises stakeholders. With 3 exploitation‐focused usage management across value chain transportation. Exploration‐focused interacts for all scopes, highlighting importance research institutions, startups, stakeholders exploring emerging technologies driving systemic changes mitigation. shows participation is crucial status, especially varied sheds light collaborative strategy development tackling provides important contributions field, but future studies should understand limits complexities other situations increase knowledge.

Language: Английский

Citations

4

Conceptualizing the landscape of digital health entrepreneurship: a systematic review and research agenda DOI Creative Commons
Sascha Noel Weimar,

Rahel Sophie Martjan,

Orestis Terzidis

et al.

Management Review Quarterly, Journal Year: 2024, Volume and Issue: unknown

Published: April 15, 2024

Abstract Digital health, which encompasses the use of digital technology to enhance and support healthcare, can potentially transform healthcare industry. As systems struggle provide high-quality care, entrepreneurs startups have turned health create innovative products services that aim at improving outcomes reducing costs. This has made entrepreneurship a major driving force for achieving good care. The study aims analyze current state research in by identifying contributing disciplines common themes. A comprehensive literature review based on state-of-the-art definitions was conducted achieve this goal. total 164 articles met final inclusion criteria, subsequent inductive analysis revealed presence three ten distinct themes: Academia Transfer Education, Ecosystem Stakeholder, Product Business Development, Model, Classification, Management Strategy, Regulation, Technology, Implementation Adoption, Evaluation. These themes were organized into conceptual framework depicting internal external building blocks entrepreneurship. highlights importance structured understanding industry, including its business models regulatory environment, as well role various stakeholders. guide researchers seeking navigate landscape proposes further avenues.

Language: Английский

Citations

4