Feature Dimensions of Artificial Intelligences Challenges and Techniques - A Survey DOI Open Access

S. Hemalatha,

Kiran Mayee Adavala,

Chandra Shekhar S N

et al.

International Journal of Electronics and Communication Engineering, Journal Year: 2024, Volume and Issue: 11(12), P. 107 - 122

Published: Dec. 31, 2024

Artificial Intelligence (AI) is rapidly transforming sectors such as healthcare, education, and public services, contributing new solutions that advance efficiency, management, overall outcomes. However, despite its vast potential, AI adoption faces numerous challenges, including ethical concerns (e.g., algorithmic bias), data privacy issues, integration difficulties with legacy systems. This paper provides a comprehensive survey of applications across these sectors, analyzing over 60 recent studies from 2019 to 2024 after the PRISMA methodology. The study identifies key factors influencing successful implementation by highlighting sector-specific challenges shared barriers. framework was applied for systematic selection, inclusion exclusion criteria, screening, extraction, ensuring only relevant, high-quality were reviewed. These experimental results reveal models consistently outperform state-of-the-art techniques in critical domains, medical diagnosis, personalised service optimisation. hybrid approach, which combines Convolutional Neural Networks (CNNs) Recurrent (RNNs), outperforms existing addressing preprocessing, model architecture, hyperparameter Additionally, explores future up-and-coming technologies quantum computing, blockchain, metaverse while providing strategies overcome legal, cultural, infrastructural barriers adoption. findings offer actionable insights researchers, practitioners, policymakers, emphasising need both technical innovation considerations growth execution.

Language: Английский

Advanced Wearable Medical Devices and Their Role in Transformative Remote Health Monitoring DOI
Muhammad Usman Tariq

Advances in healthcare information systems and administration book series, Journal Year: 2024, Volume and Issue: unknown, P. 308 - 326

Published: Feb. 9, 2024

This chapter explores the ever-changing environment of wearable health technology and its critical role in transforming modern healthcare. It goes into historical history these devices, tracking their path from basic fitness trackers to sophisticated health-monitoring systems, focusing on proactive preventative management. The present scene emphasizes range breadth accessible discusses sensor improvements, biometric monitoring, wireless communications. These advancements have significantly improved precision effectiveness monitoring numerous markers. also thoroughly reviews use devices remote patient emphasizing revolutionary influence chronic illness management senior care through real-world case studies. Furthermore, investigates integration device data healthcare systems for real-time covering technological infrastructure issues.

Language: Английский

Citations

58

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

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

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

Revolutionizing Diabetic Retinopathy Diagnostics and Therapy Through Artificial Intelligence DOI

R. S. M. Lakshmi Patibandla,

B. Tarakeswara Rao,

M. Ramakrishna Murty

et al.

Advances in healthcare information systems and administration book series, Journal Year: 2024, Volume and Issue: unknown, P. 136 - 155

Published: Feb. 9, 2024

Using artificial intelligence (AI) to its transformative advantage, the smart vision initiative represents a paradigm shift in diagnostics and treatment of diabetic retinopathy. The primary aim this is address all forms retinopathy using cutting-edge AI techniques, including deep neural networks machine learning. These advanced algorithms are designed for rapid precise diagnosis, enabling swift interventions prevent visual impairment by identifying intricate patterns that invisible human eye. Through identification complex eye, these guarantee quick accurate diagnosis. This early detection crucial as it allows immediate care, significantly reducing risk irreversible loss. sets stage future where no longer leads blindness, offering brighter, clearer, safer optical those affected condition.

Language: Английский

Citations

21

Estimating Biosafety of Biodegradable Biomedical Materials From In Vitro Ion Tolerance Parameters and Toxicity of Nanomaterials in Brain DOI
Deniz Eren Erişen, Kadir Uludağ

Advances in healthcare information systems and administration book series, Journal Year: 2024, Volume and Issue: unknown, P. 201 - 221

Published: Feb. 9, 2024

Ensuring human health safety necessitates rigorous biosafety evaluations of substances and materials, particularly in the context in-vivo exposure. Biodegradable known for their natural decomposition capabilities through biological mechanisms, may exhibit toxicological profiles differing from non-biodegradable substances. Prior to application medical devices such as stents implants, it is imperative conduct thorough testing ascertain safety. This chapter aims provide a comprehensive assessment various biodegradable materials. The authors employ an integrative approach, combining in-vitro ion-tolerance assays with microanalysis techniques. dual methodology allows detailed evaluation materials' biocompatibility potential toxicity, focusing on nanomaterial-induced toxicity neural tissues. These findings offer critical insights into safe biomedical underpinning informed decision-making usage applications.

Language: Английский

Citations

18

Long-Term Pandemic Management and the Need to Invest in Digital Transformation DOI
Kingsley Ofosu‐Ampong, Martin Wiredu Agyekum, Manuel B. Garcia

et al.

Advances in healthcare information systems and administration book series, Journal Year: 2024, Volume and Issue: unknown, P. 242 - 260

Published: Feb. 9, 2024

Assessing the preparedness of Ghana's health sector is a crucial task that requires comprehensive and multi-faceted approach. faces many challenges, including limited resources, inadequate infrastructure, workforce shortages, which can impede delivery quality healthcare services to population. Thus, building strong resilience system essential cope with catastrophic events, capacity prepare effectively respond pandemics. The COVID-19 pandemic has highlighted critical role digital technologies in managing public emergencies. In context long-term management, transformation provide numerous benefits, such as improving speed efficiency response, enhancing communication collaboration, enabling remote access services. Empirically, our study found individual systemic are significant predictors management. Conversely, community times crisis not predictor.

Language: Английский

Citations

17

Harnessing an AI-Driven Analytics Model to Optimize Training and Treatment in Physical Education for Sports Injury Prevention DOI
Nilamadhab Mishra, Beau Gray M. Habal, Precious S. Garcia

et al.

Published: June 22, 2024

Language: Английский

Citations

17

The Nexus of Healthcare and Technology DOI

Pooja Darda,

Nikita Matta

Advances in healthcare information systems and administration book series, Journal Year: 2024, Volume and Issue: unknown, P. 261 - 282

Published: Feb. 9, 2024

Recent years have witnessed a significant convergence of artificial intelligence (AI) within the healthcare sector. This chapter explores transformative potential and challenges posed by these intelligent technologies in healthcare. It various domains such as predictive analytics, telemedicine, personalized medicine, enhancement operational efficiencies. The findings underscore AI smart revolutionizing delivery. carries extensive implications for Healthcare practitioners administrators can leverage insights to strategically incorporate solutions, aiming improve patient outcomes enhance organizational efficiency. Additionally, provide valuable guidance policymakers stakeholders, informing creation guidelines standards that foster innovation, ensure safety, protect data security. Therefore, this is an essential guide effectively embracing role advancing practices.

Language: Английский

Citations

15