Multi-Agent Models in Healthcare System Design DOI
Muhammad Usman Tariq

Advances in medical education, research, and ethics (AMERE) book series, Journal Year: 2024, Volume and Issue: unknown, P. 143 - 170

Published: June 30, 2024

The chapter delves into the pivotal role of multiagent models (MAS) in designing healthcare systems, addressing escalating complexity and interconnected nature inherent contemporary healthcare. Against historical progress explores fundamental principles architectural frameworks specifically tailored for MAS applications. It presents as dynamic adaptable solutions, offering an innovative framework tackling intricate challenges environments face. analyzes various applications system design, encompassing its impact on hospital management, patient care coordination, resource allocation, telemedicine. Through case studies examples, it elucidates how enhances efficiency, reduces costs, facilitates real-time delivery decision-making. Furthermore, critically examines implementing MAS, technical complexities, organizational hurdles, ethical considerations such privacy data security.

Language: Английский

Computer-Aided Diagnosis in Ophthalmology DOI
Kutubuddin Sayyad Liyakat Kazi

Advances in healthcare information systems and administration book series, Journal Year: 2024, Volume and Issue: unknown, P. 112 - 135

Published: Feb. 9, 2024

This chapter explores the growing applications of deep learning (DL) in field ophthalmology. Specifically, it examines integration and efficacy DL systems enhancing patient outcomes, particularly diagnosis management conditions such as diabetic retinopathy, age-related macular degeneration, retinopathy prematurity. It also outlines how algorithms are employed to analyze complex datasets retinal images, enabling early detection, precise diagnosis, effective treatment strategies. addresses challenges inherent integrating AI into clinical practice, including issues related data bias, algorithmic reliability, ethical concerns, need for diverse, representative datasets. proposes a roadmap responsible implementation ophthalmology, emphasizing importance continuous research, development, considerations. Overall, this presents vision where these technologies not only enhance practice but promote improved health outcomes eye care.

Language: Английский

Citations

43

Enhancing Cybersecurity Protocols in Modern Healthcare Systems DOI
Muhammad Usman Tariq

Advances in healthcare information systems and administration book series, Journal Year: 2024, Volume and Issue: unknown, P. 223 - 241

Published: Feb. 9, 2024

This chapter explores the crucial responsibility of strengthening cybersecurity measures within ever-changing context contemporary healthcare systems. As digitalization gets ingrained in practices, sensitive medical data becomes increasingly vulnerable to cyber-attacks. The second portion significant effects breaches on industry, focusing patient safety issues, potential compromises private health information, and resulting harm organizations' finances reputations. third segment examines compliance with laws like HIPAA GDPR as it navigates ethical regulatory issues inherent cybersecurity. It moral conundrums raised by precautions, achieving a careful balance between confidentiality accessibility. last section provides forward-looking viewpoint projecting upcoming difficulties technological developments

Language: Английский

Citations

41

AI'S IMPACT ON PERSONALIZED MEDICINE: TAILORING TREATMENTS FOR IMPROVED HEALTH OUTCOMES DOI Creative Commons

Francisca Chibugo Udegbe,

Ogochukwu Roseline Ebulue,

Charles Chukwudalu Ebulue

et al.

Engineering Science & Technology Journal, Journal Year: 2024, Volume and Issue: 5(4), P. 1386 - 1394

Published: April 17, 2024

This review paper explores the transformative impact of artificial intelligence (AI) on personalized medicine and its potential to revolutionize healthcare outcomes. AI technologies, ranging from data analysis interpretation diagnostic tools treatment planning, offer unprecedented opportunities for tailoring medical interventions individual patient characteristics. Through sophisticated algorithms, facilitates complex biological data, predicts disease risks, enhances accuracy. Furthermore, AI-powered promises expand access high-quality address global health disparities. However, challenges such as privacy, bias, regulatory hurdles must be addressed ensure responsible integration into practices. underscores importance interdisciplinary collaboration, ethical considerations, policy-making efforts in harnessing AI's advance responsibly. Keywords: Artificial Intelligence, Personalized Medicine, Healthcare, Data Analysis, Ethical Considerations, Interdisciplinary Collaboration

Language: Английский

Citations

39

A Systematic Review of Serious Games for Health Education DOI
Yunifa Miftachul Arif, Nisa Ayunda, Norizan Mat Diah

et al.

Advances in healthcare information systems and administration book series, Journal Year: 2024, Volume and Issue: unknown, P. 20 - 45

Published: Feb. 9, 2024

Serious games offer an innovative blend of entertainment and learning in medical education. This chapter examines the technological underpinnings, challenges, potential future developments this domain. Drawing from publications between 2018 2023, systematic review highlights role technologies such as web mobile applications, game engines, augmented reality, virtual mixed artificial intelligence personalizing enhancing experience. However, use serious education also faces several including need for adequate infrastructure, complex effectiveness assessments, integration into existing curricula. Moreover, outlines projections further research. The authors reveal how have to transform be more engaging, interactive, effective, inspire research development methods.

Language: Английский

Citations

28

Generative AI in Curriculum Development in Higher Education DOI
Muhammad Usman Tariq

Advances in educational technologies and instructional design book series, Journal Year: 2024, Volume and Issue: unknown, P. 231 - 262

Published: Aug. 27, 2024

This chapter explores the transformative role of Generative Artificial Intelligence (Generative AI) in reshaping development higher education curricula. AI, as exemplified by advanced models like GPT-3, employs sophisticated algorithms to generate scientifically relevant content, surpassing traditional norms teaching and learning. The overview delves into fundamental principles emphasizing significance generative such Adversarial Networks (GANs) technical intricacies involved their training. Essentially, discourse on AI curriculum underscores its disruptive potential education. By providing personalized adaptable pathways for growth, addresses diverse needs students, fostering engagement comprehension. It also overcoming limitations education, facilitating creation virtual laboratories simulations that enhance hands-on

Language: Английский

Citations

28

Breaking Barriers for Accessible Health Programs DOI

Pratibha Chauhan,

Alka Bali,

Sapanpreet Kaur

et al.

Advances in healthcare information systems and administration book series, Journal Year: 2024, Volume and Issue: unknown, P. 283 - 307

Published: Feb. 9, 2024

The rapidly evolving field of telemedicine is transforming the accessibility and delivery healthcare. This chapter delves into how enhances healthcare access, brings treatment patients' homes, addresses care deficits in underdeveloped areas. It covers key facets telemedicine, including store-and-forward methods, remote patient monitoring, teleconsultation across various medical conditions. Significantly, emerged as a crucial approach to adhere social distancing norms while providing during COVID-19 pandemic. evaluates benefits applications compared traditional in-person consultations, focusing on cost-effectiveness, time efficiency, its importance areas lacking local providers. Additionally, it examines factors successful implementation such digital readiness, competency patients professionals, regulatory frameworks governing exchange use data.

Language: Английский

Citations

27

Smart Transportation Systems DOI
Muhammad Usman Tariq

Advances in civil and industrial engineering book series, Journal Year: 2024, Volume and Issue: unknown, P. 254 - 283

Published: June 30, 2024

This chapter delves into the transformative potential of smart transportation systems (STS) within context sustainable urban mobility. As cities worldwide grapple with dual challenges rapid urbanization and environmental sustainability, STS emerge as a pivotal solution, harnessing power advanced technologies to optimize efficiency, reduce impact, enhance liability. aims dissect components, functionalities, benefits STS, illustrating how they serve backbone contemporary practices. The reviews development technological foundations emphasizing its key components applications. It provides examples applications in traffic management, public transport, logistics, planning illustrate their real impact. Overall, highlights role shaping future promoting mobility, improving quality life around world.

Language: Английский

Citations

26

Enhancing Students and Learning Achievement as 21st-Century Skills Through Transdisciplinary Approaches DOI
Muhammad Usman Tariq

Advances in higher education and professional development book series, Journal Year: 2024, Volume and Issue: unknown, P. 220 - 257

Published: July 12, 2024

This chapter delves into the integration of transdisciplinary approaches in higher education to enhance students' learning achievements and develop 21st-century skills. Transdisciplinary pedagogy, grounded theoretical frameworks such as systems thinking, complexity theory, social constructivism, encourages educators go beyond disciplinary boundaries cultivate environments that foster critical creativity, communication, collaboration. The discusses practical strategies like project-based inquiry-based approaches, highlighting their effectiveness developing essential skills while engaging students real-world experiences. Through illustrative case studies, showcases how methods can be applied across diverse contexts, from collaborative research projects interdisciplinary coursework. By embracing empower confidently navigate complexities 21st century.

Language: Английский

Citations

26

Navigating the Personalization Pathway DOI
Muhammad Usman Tariq

Advances in educational technologies and instructional design book series, Journal Year: 2024, Volume and Issue: unknown, P. 265 - 291

Published: June 28, 2024

This chapter delves into the revolutionary potential of adaptive learning technologies (ALTs) within realm higher education, with a particular focus on their ability to tailor growth opportunities diverse student needs. Against backdrop evolving education landscapes characterised by technological advancements and shifting demographics, ALTs emerge as crucial enablers flexible, student-centered environments. The discussion explores fundamental principles learning, encompassing key concepts, theories, theoretical foundations that underpin these technologies, such constructivism cognitive load theory. Readers will gain insights current landscape, including survey existing platforms significant roles played artificial intelligence machine learning. section also addresses challenges associated ALT adoption, ranging from technical academic barriers ethical considerations data privacy equity issues.

Language: Английский

Citations

23

The Role of AI Ethics in Cost and Complexity Reduction DOI
Muhammad Usman Tariq

Advances in business information systems and analytics book series, Journal Year: 2024, Volume and Issue: unknown, P. 59 - 78

Published: May 17, 2024

This chapter underscores the intrinsic connection between AI ethics and contemporary business dynamics, elucidating how ethical considerations can serve as facilitators for cost control operational simplification. It offers a comprehensive exploration of corporations harness principles to augment efficiency, transparency, sustainability. delves into impediments, strategic methodologies, tangible benefits associated with deployment AI. Commencing succinct overview ethics, delineates key concepts, notably responsibility, justice, thereby establishing foundational understanding their pivotal significance across diverse scenarios. The intricate correlation implementation management is accentuated, focal point on practices contribute savings streamlining.

Language: Английский

Citations

22