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Journal articles on the topic 'AI-Enhanced Mixed Reality'

Author: Grafiati
Published: 7 June 2025
Last updated: 2 August 2025

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1

Dr.N.Kala and Premanand Narasimhan. "Cyber Attacks in Extended Reality (XR) Using AI: Malicious Programs and Mitigation Strategies." International Journal of Scientific Research in Computer Science, Engineering and Information Technology 10, no. 6 (2024): 1886–89. https://doi.org/10.32628/cseit241061237.

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The convergence of artificial intelligence (AI) and extended reality (XR) technologies, such as virtual reality (VR), augmented reality (AR), and mixed reality (MR), has introduced new dimensions of immersive experiences. However, the combination of AI and XR has also created fertile ground for cybercriminals to exploit these advanced platforms. This paper explores the types of AI-driven malicious programs targeting XR systems, including AI-enhanced phishing, malware, deepfake avatars, ransomware, and behavioral manipulation. Additionally, it outlines strategies to mitigate these AI-driven cyb
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Researcher. "AI-ENHANCED MIXED REALITY IN EDUCATION: A SYSTEMATIC ANALYSIS OF IMMERSIVE LEARNING TECHNOLOGIES AND STUDENT DEVELOPMENT OUTCOMES." International Journal of Research In Computer Applications and Information Technology (IJRCAIT) 7, no. 2 (2024): 1252–64. https://doi.org/10.5281/zenodo.14169846.

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The integration of Artificial Intelligence (AI) with Mixed Reality (MR) technologies represents a significant advancement in educational technology, offering unprecedented opportunities for personalized and immersive learning experiences.   This article examines the implementation and effectiveness of AI-enhanced MR systems across diverse educational settings (n=245) through a mixed-methods approach, incorporating quantitative analysis of student performance metrics and qualitative assessment of learner engagement. The findings demonstrate a statistically significant improvement in studen
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Vinothkumar, Kolluru. "Surgical Data Science and Associated Techniques Facilitate the Development of Contemporary Equipment like Apple's Vision Pro." International Journal of Preventive Medicine and Health (IJPMH) 5, no. 1 (2024): 1–9. https://doi.org/10.54105/ijpmh.D3648.0501124.

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<strong>Abstract: </strong>Artificial Intelligence (AI) has revolutionized modern surgery by enhancing every stage of patient care, from preoperative planning to postoperative monitoring. This paper explores the impact of AI in conjunction with other technologies in surgical procedures, emphasizing their empirical basis and integration into clinical practice. AI's role in facilitating personalized treatment planning through a comprehensive analysis of patient data and imaging studies, utilizing techniques like natural language processing (NLP) to extract critical insights, reassures us of its
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Chen, Si, Haocong Cheng, Suzy Su, et al. "Customizing Generated Signs and Voices of AI Avatars: Deaf-Centric Mixed-Reality Design for Deaf-Hearing Communication." Proceedings of the ACM on Human-Computer Interaction 9, no. 2 (2025): 1–31. https://doi.org/10.1145/3710953.

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This study investigates innovative interaction designs for communication and collaborative learning between learners of mixed hearing and signing abilities, leveraging advancements in mixed reality technologies like Apple Vision Pro and generative AI for animated avatars. Adopting a participatory design approach, we engaged 15 d/Deaf and hard of hearing (DHH) students to brainstorm ideas for an AI avatar with interpreting ability (sign language to English and English to sign language) that would facilitate their face-to-face communication with hearing peers. Participants envisioned the AI avat
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Shi, Ruonan. "Integrating computer vision and AI for interactive augmented reality experiences in new media." Applied and Computational Engineering 102, no. 1 (2024): 49–54. http://dx.doi.org/10.54254/2755-2721/102/20241002.

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Abstract. Augmented reality (AR) is a groundbreaking technology that fully immerse the user in a mixed 'reality' where the real and virtual coexist in a unique manner. Integrating more artificial intelligence (AI) and computer vision into AR devices can greatly improve user input and provide a whole novel interface. Through AI technology, such as gesture recognition, object tracking, and face recognition, AR systems can offer more intuitive and engaging interactions. An AR system featuring such improved AI technologies can process real-time data while having the contextual awareness to respond
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Hancko, Dusan, Andrea Majlingova, and Danica Kačíková. "Integrating Virtual Reality, Augmented Reality, Mixed Reality, Extended Reality, and Simulation-Based Systems into Fire and Rescue Service Training: Current Practices and Future Directions." Fire 8, no. 6 (2025): 228. https://doi.org/10.3390/fire8060228.

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The growing complexity and risk profile of fire and emergency incidents necessitate advanced training methodologies that go beyond traditional approaches. Live-fire drills and classroom-based instruction, while foundational, often fall short in providing safe, repeatable, and scalable training environments that accurately reflect the dynamic nature of real-world emergencies. Recent advancements in immersive technologies, including virtual reality (VR), augmented reality (AR), mixed reality (MR), extended reality (XR), and simulation-based systems, offer promising alternatives to address these
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Xu, Yang, Yingchia Liu, Haosen Xu, and Hao Tan. "AI-Driven UX/UI Design: Empirical Research and Applications in FinTech." International Journal of Innovative Research in Computer Science and Technology 12, no. 4 (2024): 99–109. http://dx.doi.org/10.55524/ijircst.2024.12.4.16.

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This study explores the transformative impact of AI-driven UX/UI design in the FinTech sector, examining current practices, user preferences, and emerging trends. Through a mixed-methods approach, including surveys, interviews, and case studies, the research reveals significant adoption of AI technologies in FinTech UX/UI design, with 78% of surveyed companies implementing such solutions. Personalization emerges as a dominant trend, with 76% of FinTech apps utilizing AI for tailored user interfaces. The study demonstrates a strong correlation between AI-enhanced features and improved user enga
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Aguayo, Claudio. "Mixed Reality (XR) research and practice." Pacific Journal of Technology Enhanced Learning 3, no. 1 (2021): 41–42. http://dx.doi.org/10.24135/pjtel.v3i1.104.

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Up until recently, learning affordances (possibilities) offered by immersive digital technology in education, such as augmented reality (AR) and virtual reality (VR), were addressed and considered in isolation in educational practice. In the past five to ten years this has shifted towards a focus on integrating digital affordances around particular learning contexts and/or settings, creating a mixed reality (MR) ‘continuum’ of digital experiences based on the combination of different technologies, tools, platforms and affordances. This idea of a ‘digital continuum’ was first proposed during th
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Imran, Muhammad, Norah Almusharraf, Saim Ahmed, and Muhammad Ismail Mansoor. "Personalization of E-Learning: Future Trends, Opportunities, and Challenges." International Journal of Interactive Mobile Technologies (iJIM) 18, no. 10 (2024): 4–18. http://dx.doi.org/10.3991/ijim.v18i10.47053.

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Electronic learning (e-learning) has become one of the most influential trends in providing enhanced and easily accessible learning to users. However, in contrast to traditional e-learning systems that offer uniform content to all learners, personalized learning systems tailor educational materials and assessments to individual learners, ensuring a customized learning experience. Personalizing e-learning through artificial intelligence (AI) is beneficial in today’s diverse environment, where beginners can tailor the learning experience to suit their preferences and requirements. This paper foc
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Hassan, Normaziana, Basitah Taif, Rosita Mohd Tajuddin, and Shahrulnizam Hassan. "THE ROLE OF VIRTUAL INFLUENCERS IN SHAPING FASHION PREFERENCES AMONG MALAYSIAN GENERATION ALPHA: EXPLORING PERCEPTIONS, ENGAGEMENT AND CONSUMER TRUST THROUGH AI-DRIVEN CREATIVE LEARNING SPACES." International Journal of Education, Psychology and Counseling 10, no. 57 (2025): 765–83. https://doi.org/10.35631/ijepc.1057050.

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This study investigates the dual impact of virtual influencers and AI-driven creative learning spaces on fashion preferences and ethical consumer behavior among Malaysian Generation Alpha (ages 6–13). Through a mixed-methods approach combining surveys (n=400) and experimental testing in AI-enhanced environments (n=100), the research quantifies engagement, trust, and critical thinking dynamics. Findings reveal that virtual influencers incorporating local cultural elements (e.g., Malay batik, modest Islamic fashion) achieve 75% higher engagement and 60% greater trust than generic personas. Urban
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Anurag Tiwari, Et al. "Enhancement of Real-Time Object Detection and Tracking in Collaborative Environment using AI and Mixed Reality." International Journal on Recent and Innovation Trends in Computing and Communication 11, no. 9 (2023): 1262–72. http://dx.doi.org/10.17762/ijritcc.v11i9.9049.

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The area of mixed reality has had rapid growth in recent years, with a notable rise in funding. This may be attributed to the rising recognition of the potential advantages associated with the integration of virtual information into the physical environment. The majority of contemporary mixed reality apps that rely on markers use algorithms for local feature identification and tracking. This study aims to enhance the accuracy of object recognition in complicated environment and enable real-time classification operations via the introduction of a unique detection approach known as the lightweig
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Samson Olufemi Olanipekun. "Computational propaganda and misinformation: AI technologies as tools of media manipulation." World Journal of Advanced Research and Reviews 25, no. 1 (2025): 911–23. https://doi.org/10.30574/wjarr.2025.25.1.0131.

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The purpose of this study was to investigate how artificial intelligence (AI) influences and improves computational propaganda and misinformation efforts. The growing complexity of AI-driven technologies, like deepfakes, bots, and algorithmic manipulation, which have turned conventional propaganda strategies into more widespread and damaging media manipulation techniques, served as the researcher's inspiration. The study used a mixed-methods approach, combining quantitative data analysis from academic studies and digital forensic investigations with qualitative case studies of misinformation e
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Kolluru, Vinothkumar, Sudeep Mungara, Advaitha Naidu Chintakunta, Charan Sundar Telaganeni, and Lokesh Kolluru. "Surgical Data Science and Associated Techniques Facilitate the Development of Contemporary Equipment like Apple’s Vision Pro." International Journal of Preventive Medicine and Health 5, no. 1 (2024): 1–9. http://dx.doi.org/10.54105/ijpmh.d3648.0501124.

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Artificial Intelligence (AI) has revolutionized modern surgery by enhancing every stage of patient care, from preoperative planning to postoperative monitoring. This paper explores the impact of AI in conjunction with other technologies in surgical procedures, emphasizing their empirical basis and integration into clinical practice. AI s role in facilitating personalized treatment planning through a comprehensive analysis of patient data and imaging studies, utilizing techniques like natural language processing (NLP) to extract critical insights, reassures us of its positive impact on patient
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Ramadhani Fajri, Bayu, Fathiyah Mohd Kamaruzaman, Marlissa Omar, Wiki Lofandri, and Agariadne Dwinggo Samala. "Smart Teaching Factory: Integrating Extended Reality, Artificial Intelligence, and Animated Simulations for Transformative Vocational Education." Salud, Ciencia y Tecnología 5 (June 9, 2025): 1769. https://doi.org/10.56294/saludcyt20251769.

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This study presents the design, implementation, and validation of the Smart Teaching Factory (STF) framework, which integrates Extended Reality (XR), Artificial Intelligence (AI), and animated simulation technologies to enhance vocational education. Targeting 62 electronics engineering students and 6 vocational instructors across three Indonesian public vocational schools, this quasi-experimental mixed-methods study compared the effects of STF-enhanced instruction with conventional methods. Quantitative results from pre- and post-tests revealed significant improvements in student learning outc
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Ali, Sariah Binti, Corrienna Abdul Talib, and Abubakr Muhammed Jamal. "Digital Technology Approach In Chemistry Education: A Systematic Literature Review." Journal of Natural Science and Integration 6, no. 1 (2023): 1. http://dx.doi.org/10.24014/jnsi.v6i1.21777.

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This study systematically reviews empirical studies on digital learning technologies and related instructional techniques for chemistry education from 2020 to 2022. Using the PRISMA criteria, the relevant article's history was followed using the Web of Science, Scopus, and ERIC databases. In this digital era, studies on pedagogical innovations mixed with new technologies are proliferating as a result of technological progress and the emergence of Artificial Intelligence (AI) technology. A growing corpus of empirical research indicates the potential for incorporating digital technology in diver
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Morteza Safari Paskeh, Morteza Safari Paskeh, Mehdi Farzpourmachiani Mehdi Farzpourmachiani, Fatemeh Ibrahimi Nazarian Fatemeh Ibrahimi Nazarian, Mehrdad Fojlaley Mehrdad Fojlaley, and Snjezana Baroness Rajacic Snjezana Baroness Rajacic. "Technological Entrepreneurship in the Global Optics and Eyewear Industry: Opportunities, Challenges, and Innovation Pathways." International Journal of Advances in Engineering and Management 7, no. 5 (2025): 627–39. https://doi.org/10.35629/5252-0705627639.

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The global optics and eyewear industry is undergoing a transformative shift, driven by technological advancements and evolving consumer demands, positioning it as a dynamic platform for technological entrepreneurship. This study explores the opportunities, challenges, and pathways for innovation within this sector, focusing on three core axes: advanced production technologies, innovative online sales models, and emerging eyewear applications. Drawing on a comprehensive analysis of market trends, the global eyewear market, valued at over $149 billion in 2022, is projected to grow at a compound
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Agarwal, Prabal, and Dr Swati Sharma. "Adventure Tourism and the Digital Age “how Technology is changing the way we explore." International Journal of Advances in Engineering and Management 7, no. 2 (2025): 909–21. https://doi.org/10.35629/5252-0702909921.

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Adventure tourism, a rapidly expanding segment within the global travel industry, has captured the imagination of thrill-seekers and nature enthusiasts alike. Defined by activities that involve exploration, physical challenges, and cultural immersion, adventure tourism has evolved into a multi-billion-dollar sector driven by technological advancements. This paper explores the transformative role of digital innovation in shaping the adventure tourism landscape, focusing on the integration of tools like GPS systems, virtual reality (VR), and social media platforms. The research delves into how t
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Pandey, Neha, and Abhishek Pratap Singh. "Assessing the Role of Artificial Intelligence in the Teaching-learning Process." Archives of Current Research International 25, no. 7 (2025): 585–97. https://doi.org/10.9734/acri/2025/v25i71361.

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Background: Artificial Intelligence (AI) is rapidly emerging as a transformative force in education, holding the potential to revolutionise the traditional teaching-learning process. Far from merely automating existing tasks, AI promises to usher in an era of personalised learning, enhanced efficiency for educators, and enriched engagement for students. While challenges and ethical considerations remain, the trajectory of AI's integration into education points towards a future where learning is more accessible, effective, and tailored to individual needs than ever before. One of the most signi
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Abia, Antoni García, Pablo Davalos, and Juan Satorras Notredame. "Tools and Challenges in Digital Humanities for Cultural Heritage in Spain." Journal of Humanities and Social Sciences (JHASS) 5, no. 3 (2023): 145–54. https://doi.org/10.36079/lamintang.jhass-0503.665.

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Digital humanities have emerged as a transformative field, leveraging technology to preserve and analyze cultural artifacts. In Spain, the integration of digital tools into cultural heritage projects has significantly enhanced documentation, analysis, and public engagement. This study explores the tools and methodologies employed in these initiatives, evaluates their effectiveness, and identifies challenges and opportunities. Conducted throughout 2023, the research adopts a mixed-methods approach involving 150 respondents, including scholars, heritage professionals, and policymakers, with data
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Rezwan Shihab, Sk, Nahida Sultana, and Abdul Samad. "Pedagogy Designing With Augmented Reality: a Paradigm Shift in Educational Approaches." Interdiciplinary Journal and Hummanity (INJURITY) 2, no. 11 (2023): 878–92. http://dx.doi.org/10.58631/injurity.v2i11.136.

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With Augmented Reality (AR) emerging as a revolutionary tool that reshapes conventional learning paradigms, the fusion of technology and education has given rise to creative educational approaches. This essay offers a thorough examination of augmented reality's place in education, highlighting its potential to improve pedagogy, engage students, and fundamentally alter the educational landscape. The essay starts by defining augmented reality as a link between the real and virtual worlds that provides an immersive and interactive learning experience. It explores the many uses of augmented realit
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Xiaoqing, Yuan, and Zuraimy Mohamed Noordin. "Career Readiness in Chinese Universities: Challenges and Opportunities in Career Guidance Education." Journal of Digitainability, Realism & Mastery (DREAM) 3, no. 05 (2024): 148–56. http://dx.doi.org/10.56982/dream.v3i05.244.

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This study explores the challenges and opportunities associated with career guidance in Chinese universities, focusing on the effectiveness of current practices and the potential for enhanced integration of technological tools and industry partnerships. Through a mixed-methods approach, the research identifies key issues such as inadequate technological integration, insufficient faculty training, and a disconnect between student career expectations and real-world opportunities. The study also highlights the promising roles of advanced technologies like AI and virtual reality in personalizing a
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Kim, Gwangbin, Dohyeon Yeo, Taewoo Jo, Daniela Rus, and SeungJun Kim. "What and When to Explain?" Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 7, no. 3 (2023): 1–26. http://dx.doi.org/10.1145/3610886.

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Explanations in automated vehicles help passengers understand the vehicle's state and capabilities, leading to increased trust in the technology. Specifically, for passengers of SAE Level 4 and 5 vehicles who are not engaged in the driving process, the enhanced sense of control provided by explanations reduces potential anxieties, enabling them to fully leverage the benefits of automation. To construct explanations that enhance trust and situational awareness without disturbing passengers, we suggest testing with people who ultimately employ such explanations, ideally under real-world driving
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Douklias, Athanasios, Ioannis Zorzos, Εvangelos Maltezos, et al. "A Multicomponent Face Verification and Identification System." Applied Sciences 15, no. 15 (2025): 8161. https://doi.org/10.3390/app15158161.

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Face recognition technology is a biometric technology, which is based on the identification or verification of facial features. Automatic face recognition is an active research field in the context of computer vision and artificial intelligence (AI) that is fundamental for a variety of real-time applications. In this research, the design and implementation of a face verification and identification system of a flexible, modular, secure, and scalable architecture is proposed. The proposed system incorporates several and various types of system components: (i) portable capabilities (mobile applic
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Honig, Chris. "From Industry to Education." Pacific Journal of Technology Enhanced Learning 7, no. 2 (2025): 28. https://doi.org/10.24135/pjtel.v7i2.220.

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Operator Training Simulators (OTS) are commonplace in the chemical engineering industry but often underutilized in universities (Patle et al., 2019). Like a ‘flight simulator’ for engineers, they are ‘digital twins’ of real plants, that can run many safety scenarios. In tertiary education OTS offer scalable, active learning environments and authentic assessment, particularly when integrated with Generative AI (GenAI). Our pedagogical design is scaffolded through UTAUT2 (Unified Theory of Acceptance and Use of Technology), offering immersive, industry-aligned, practice-based engineering educati
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Mitsea, Eleni, Athanasios Drigas, and Charalabos Skianis. "A Systematic Review of Serious Games in the Era of Artificial Intelligence, Immersive Technologies, the Metaverse, and Neurotechnologies: Transformation Through Meta-Skills Training." Electronics 14, no. 4 (2025): 649. https://doi.org/10.3390/electronics14040649.

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Background: Serious games (SGs) are primarily aimed at promoting learning, skills training, and rehabilitation. Artificial intelligence, immersive technologies, the metaverse, and neurotechnologies promise the next revolution in gaming. Meta-skills are considered the “must-have” skills for thriving in the era of rapid change, complexity, and innovation. Μeta-skills can be defined as a set of higher-order skills that incorporate metacognitive, meta-emotional, and meta-motivational attributes, enabling one to be mindful, self-motivated, self-regulated, and flexible in different circumstances. Sk
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Fazal Mohyud din, Iftikhar Ali, Muhammad Usman Saleem, et al. "An Enhanced Artificial Intelligence Generated Virtual Influencer Framework: Examining the Effects of Emotional Display on User Engagement based on Convolutional Neural Networks (CNNs)." Annual Methodological Archive Research Review 3, no. 4 (2025): 184–209. https://doi.org/10.63075/mnt2cn93.

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Influencer marketing has rapidly emerged as a dominant force in the contemporary digital landscape, with a growing number of social media influencers and brands increasingly embracing digital endorsements. The integration of artificial intelligence (AI), and application of Convolutional Neural Networks in Virtual Reality, Augmented Reality, Mixed Reality, and Extended Reality technologies into influencer marketing introduces transformative potential, offering sophisticated mechanisms for optimizing digital strategies. AI is set to revolutionize the industry by facilitating more efficient manag
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Johnson, G., K. Hickey, A. Azin, et al. "2021 Canadian Surgery Forum01. Design and validation of a unique endoscopy simulator using a commercial video game03. Is ethnicity an appropriate measure of health care marginalization?: A systematic review and meta-analysis of the outcomes of diabetic foot ulceration in the Aboriginal population04. Racial disparities in surgery — a cross-specialty matched comparison between black and white patients05. Starting late does not increase the risk of postoperative complications in patients undergoing common general surgical procedures06. Ethical decision-making during a health care crisis: a resource allocation framework and tool07. Ensuring stability in surgical training program leadership: a survey of program directors08. Introducing oncoplastic breast surgery in a community hospital09. Leadership development programs for surgical residents: a review of the literature10. Superiority of non-opioid postoperative pain management after thyroid and parathyroid operations: a systematic review and meta-analysis11. Timing of ERCP relative to cholecystectomy in patients with ductal gallstone disease12. A systematic review and meta-analysis of randomized controlled trials comparing intraoperative red blood cell transfusion strategies13. Postoperative outcomes after frail elderly preoperative assessment clinic: a single-institution Canadian perspective14. Selective opioid antagonists following bowel resection for prevention of postoperative ileus: a systematic review and meta-analysis15. Peer-to-peer coaching after bile duct injury16. Laparoscopic median arcuate ligament release: a video abstract17. Retroperitoneoscopic approach to adrenalectomy19. Endoscopic Zenker diverticulotomy: a video abstract20. Variability in surgeons’ perioperative management of pheochromocytomas in Canada21. The contribution of surgeon and hospital variation in transfusion practice to outcomes for patients undergoing elective gastrointestinal cancer surgery: a population-based analysis22. Perioperative transfusions for gastroesophageal cancers: risk factors and short- and long-term outcomes23. The association between frailty and time alive and at home after cancer surgery among older adults: a population-based analysis24. Psychological and workplace-related effects of providing surgical care during the COVID-19 pandemic in British Columbia, Canada25. Safety of venous thromboembolism prophylaxis in endoscopic retrograde cholangiopancreatography: a systematic review26. Complications and reintervention following laparoscopic subtotal cholecystectomy: a systematic review and meta-analysis27. Synchronization of pupil dilations correlates with team performance in a simulated laparoscopic team coordination task28. Receptivity to and desired design features of a surgical peer coaching program: an international survey9. Impact of the COVID-19 pandemic on rates of emergency department utilization due to general surgery conditions30. The impact of the current COVID-19 pandemic on the exposure of general surgery trainees to operative procedures31. Association between academic degrees and research productivity: an assessment of academic general surgeons in Canada32. Laparoscopic endoscopic cooperative surgery (LECS) for subepithelial gastric lesion: a video presentation33. Effect of the COVID-19 pandemic on acute care general surgery at an academic Canadian centre34. Opioid-free analgesia after outpatient general surgery: a pilot randomized controlled trial35. Impact of neoadjuvant immunotherapy or targeted therapies on surgical resection in patients with solid tumours: a systematic review and meta-analysis37. Surgical data recording in the operating room: a systematic review of modalities and metrics38. Association between nonaccidental trauma and neighbourhood socioeconomic status during the COVID-19 pandemic: a retrospective analysis39. Laparoscopic repair of a transdiaphragmatic gastropleural fistula40. Video-based interviewing in medicine: a scoping review41. Indocyanine green fluorescence angiography for prevention of anastomotic leakage in colorectal surgery: a cost analysis from the hospital payer’s perspective43. Perception or reality: surgical resident and faculty assessments of resident workload compared with objective data45. When illness and loss hit close to home: Do health care providers learn how to cope?46. Remote video-based suturing education with smartphones (REVISE): a randomized controlled trial47. The evolving use of robotic surgery: a population-based analysis48. Prophylactic retromuscular mesh placement for parastomal hernia prevention: a retrospective cohort study of permanent colostomies and ileostomies49. Intracorporeal versus extracorporeal anastomosis in laparoscopic right hemicolectomy: a retrospective cohort study on anastomotic complications50. A lay of the land — a description of Canadian academic acute care surgery models51. Emergency general surgery in Ontario: interhospital variability in structures, processes and models of care52. Trauma 101: a virtual case-based trauma conference as an adjunct to medical education53. Assessment of the National Surgical Quality Improvement Program Surgical Risk Calculator for predicting patient-centred outcomes of emergency general surgery patients in a Canadian health care system54. Sustainability of a narcotic reduction initiative: 1 year following the Standardization of Outpatient Procedure (STOP) Narcotics Study55. Barriers to transanal endoscopic microsurgery referral56. Geospatial analysis of severely injured rural patients in a geographically complex landscape57. Implementation of an incentive spirometry protocol in a trauma ward: a single-centre pilot study58. Impostor phenomenon is a significant risk factor for burnout and anxiety in Canadian resident physicians: a cross-sectional survey59. Understanding the influence of perioperative education on performance among surgical trainees: a single-centre experience60. The effect of COVID-19 pandemic on current and future endoscopic personal protective equipment practices: a national survey of 77 endoscopists61. Case report: delayed presentation of perforated sigmoid diverticulitis as necrotizing infection of the lower limb62. Investigating disparities in surgical outcomes in Canadian Indigenous populations63. Fundoplication is superior to medical therapy for Barrett esophagus disease regression and progression: a systematic review and meta-analysis64. Development of a novel online general surgery learning platform and a qualitative preimplementation analysis65. Hagfish slime exudate as a potential novel hemostatic agent: developing a standardized assessment protocol66. The effect of the first wave of the COVID-19 pandemic on surgical oncology case volumes and wait times67. Safety of same-day discharge in high-risk patients undergoing ambulatory general surgery68. External validation of the Codman score in colorectal surgery: a pragmatic tool to drive quality improvement69. Improved morbidity and gastrointestinal restoration rates without compromising survival rates for diverting loop ileostomy with colonic lavage versus total abdominal colectomy for fulminant Clostridioides difficile colitis: a multicentre retrospective cohort study70. Potential access to emergency general surgical care in Ontario71. Immersive virtual reality (iVR) improves procedural duration, task completion and accuracy in surgical trainees: a systematic review01. Clinical validation of the Canada Lymph Node Score for endobronchial ultrasound02. Venous thromboembolism in surgically treated esophageal cancer patients: a provincial population-based study03. Venous thromboembolism in surgically treated lung cancer patients: a population-based study04. Is frailty associated with failure to rescue after esophagectomy? A multi-institutional comparative analysis of outcomes05. Routine systematic sampling versus targeted sampling of lymph nodes during endobronchial ultrasound: a feasibility randomized controlled trial06. Gastric ischemic conditioning reduces anastomotic complications in patients undergoing esophagectomy: a systematic review and meta-analysis07. Move For Surgery, a novel preconditioning program to optimize health before thoracic surgery: a randomized controlled trial08. In case of emergency, go to your nearest emergency department — Or maybe not?09. Does preoperative SABR increase the risk of complications from lung cancer resection? A secondary analysis of the MISSILE trial10. Segmental resection for lung cancer: the added value of near-infrared fluorescence mapping diminishes with surgeon experience11. Toward competency-based continuing professional development for practising surgeons12. Stereotactic body radiotherapy versus surgery in older adults with NSCLC — a population-based, matched analysis of long-term dependency outcomes13. Role of adjuvant therapy in esophageal cancer patients after neoadjuvant therapy and curative esophagectomy: a systematic review and meta-analysis14. Evaluation of population characteristics on the incidence of thoracic empyema: an ecological study15. Determining the optimal stiffness colour threshold and stiffness area ratio cut-off for mediastinal lymph node staging using EBUS elastography and AI: a pilot study16. Quality assurance on the use of sequential compression stockings in thoracic surgery (QUESTs)17. The relationship between fissureless technique and prolonged air leak for patients undergoing video-assisted thoracoscopic lobectomy18. CXCR2 inhibition as a candidate for immunomodulation in the treatment of K-RAS-driven lung adenocarcinoma19. Assessment tools for evaluating competency in video-assisted thoracoscopic lobectomy: a systematic review20. Understanding the current practice on chest tube management following lung resection among thoracic surgeons across Canada21. Effect of routine jejunostomy tube insertion in esophagectomy: a systematic review and meta-analysis22. Recurrence of primary spontaneous pneumothorax following bullectomy with pleurodesis or pleurectomy: a retrospective analysis23. Surgical outcomes following chest wall resection and reconstruction24. Outcomes following surgical management of primary mediastinal nonseminomatous germ cell tumours25. Does robotic approach offer better nodal staging than thoracoscopic approach in anatomical resection for non–small cell lung cancer? A single-centre propensity matching analysis26. Competency assessment for mediastinal mass resection and thymectomy: design and Delphi process27. The contemporary significance of venous thromboembolism (deep venous thrombosis [DVT] and pulmonary embolus [PE]) in patients undergoing esophagectomy: a prospective, multicentre cohort study to evaluate the incidence and clinical outcomes of VTE after major esophageal resections28. Esophageal cancer: symptom severity at the end of life29. The impact of pulmonary artery reconstruction on postoperative and oncologic outcomes: a systematic review30. Association with surgical technique and recurrence after laparoscopic repair of paraesophageal hernia: a single-centre experience31. Enhanced recovery after surgery (ERAS) in esophagectomy32. Surgical treatment of esophageal cancer: trends in surgical approach and early mortality at a single institution over the past 18 years34. Adverse events and length of stay following minimally invasive surgery in paraesophageal hernia repair35. Long-term symptom control comparison of Dor and Nissen fundoplication following laparoscopic para-esophageal hernia repair: a retrospective analysis36. Willingness to pay: a survey of Canadian patients’ willingness to contribute to the cost of robotic thoracic surgery37. Radiomics in early-stage lung adenocarcinoma: a prediction tool for tumour immune microenvironments38. Effectiveness of intraoperative pyloric botox injection during esophagectomy: how often is endoscopic intervention required?39. An artificial intelligence algorithm for predicting lymph node malignancy during endobronchial ultrasound40. The effect of major and minor complications after lung surgery on length of stay and readmission41. Measuring cost of adverse events following thoracic surgery: a scoping review42. Laparoscopic paraesophageal hernia repair: characterization by hospital and surgeon volume and impact on outcomes43. NSQIP 5-Factor Modified Frailty Index predicts morbidity but not mortality after esophagectomy44. Trajectory of perioperative HRQOL and association with postoperative complications in thoracic surgery patients45. Variation in treatment patterns and outcomes for resected esophageal cancer at designated thoracic surgery centres46. Patient-reported pretreatment health-related quality of life (HRQOL) predicts short-term survival in esophageal cancer patients47. Analgesic efficacy of surgeon-placed paravertebral catheters compared with thoracic epidural analgesia after Ivor Lewis esophagectomy: a retrospective noninferiority study48. Rapid return to normal oxygenation after lung surgery49. Examination of local and systemic inflammatory changes during lung surgery01. Implications of near-infrared imaging and indocyanine green on anastomotic leaks following colorectal surgery: a systematic review and meta-analysis02. Repeat preoperative endoscopy after regional implementation of electronic synoptic endoscopy reporting: a retrospective comparative study03. Consensus-derived quality indicators for operative reporting in transanal endoscopic surgery (TES)04. Colorectal lesion localization practices at endoscopy to facilitate surgical and endoscopic planning: recommendations from a national consensus Delphi process05. Black race is associated with increased mortality in colon cancer — a population-based and propensity-score matched analysis06. Improved survival in a cohort of patients 75 years and over with FIT-detected colorectal neoplasms07. Laparoscopic versus open loop ileostomy reversal: a systematic review and meta-analysis08. Posterior mesorectal thickness as a predictor of increased operative time in rectal cancer surgery: a retrospective cohort study09. Improvement of colonic anastomotic healing in mice with oral supplementation of oligosaccharides10. How can we better identify patients with rectal bleeding who are at high risk of colorectal cancer?11. Assessment of long-term bowel dysfunction in rectal cancer survivors: a population-based cohort study12. Observational versus antibiotic therapy for acute uncomplicated diverticulitis: a noninferiority meta-analysis based on a Delphi consensus13. Radiotherapy alone versus chemoradiotherapy for stage I anal squamous cell carcinoma: a systematic review and meta-analysis14. Is the Hartmann procedure for diverticulitis obsolete? National trends in colectomy for diverticulitis in the emergency setting from 1993 to 201515. Sugammadex in colorectal surgery: a systematic review and meta-analysis16. Sexuality and rectal cancer treatment: a qualitative study exploring patients’ information needs and expectations on sexual dysfunction after rectal cancer treatment17. Video-based interviews in selection process18. Impact of delaying colonoscopies during the COVID-19 pandemic on colorectal cancer detection and prevention19. Opioid use disorder associated with increased anastomotic leak and major complications after colorectal surgery20. Effectiveness of a rectal cancer education video on patient expectations21. Robotic-assisted rectosigmoid and rectal cancer resection: implementation and early experience at a Canadian tertiary centre22. An online educational app for rectal cancer survivors with low anterior resection syndrome: a pilot study23. The effects of surgeon specialization on the outcome of emergency colorectal surgery24. Outcomes after colorectal cancer resections in octogenarians and older in a regional New Zealand setting — What are the predictors of mortality?25. Long-term outcomes after seton placement for perianal fistulae with and without Crohn disease26. A survey of patient and surgeon preference for early ileostomy closure following restorative proctectomy for rectal cancer — Why aren’t we doing it?27. Crohn disease independently associated with longer hospital admission after surgery28. Short-stay (≤ 1 d) diverting loop ileostomy closure can be selectively implemented without an increase in readmission and complication rates: an ACS-NSQIP analysis29. A comparison of perineal stapled rectal prolapse resection and the Altemeier procedure at 2 Canadian academic hospitals30. Mental health and substance use disorders predict 90-day readmission and postoperative complications following rectal cancer surgery31. Early discharge after colorectal cancer resection: trends and impact on patient outcomes32. Oral antibiotics without mechanical bowel preparation prior to emergency colectomy reduces the risk of organ space surgical site infections: a NSQIP propensity score matched study33. The impact of robotic surgery on a tertiary care colorectal surgery program, an assessment of costs and short-term outcomes — a Canadian perspective34. Should we scope beyond the age limit of guidelines? Adenoma detection rates and outcomes of screening and surveillance colonoscopies in patients aged 75–79 years35. Emergency department admissions for uncomplicated diverticulitis: a nationwide study36. Obesity is associated with a complicated episode of acute diverticulitis: a nationwide study37. Green indocyanine angiography for low anterior resection in patients with rectal cancer: a prospective before-and-after study38. The impact of age on surgical recurrence of fibrostenotic ileocolic Crohn disease39. A qualitative study to explore the optimal timing and approach for the LARS discussion01. Racial, ethnic and socioeconomic disparities in diagnosis, treatment and survival of patients with breast cancer: a SEER-based population analysis02. First-line palliative chemotherapy for esophageal and gastric cancer: practice patterns and outcomes in the general population03. Frailty as a predictor for postoperative outcomes following pancreaticoduodenectomy04. Synoptic electronic operative reports identify practice variation in cancer surgery allowing for directed interventions to decrease variation05. The role of Hedgehog signalling in basal-like breast cancer07. Clinical and patient-reported outcomes in oncoplastic breast conservation surgery from a single surgeon’s practice in a busy community hospital in Canada08. Upgrade rate of atypical ductal hyperplasia: 10 years of experience and predictive factors09. Time to first adjuvant treatment after oncoplastic breast reduction10. Preparing to survive: improving outcomes for young women with breast cancer11. Opioid prescription and consumption in patients undergoing outpatient breast surgery — baseline data for a quality improvement initiative12. Rectal anastomosis and hyperthermic intraperitoneal chemotherapy: Should we avoid diverting loop ileostomy?13. Delays in operative management of early-stage, estrogen-receptor positive breast cancer during the COVID-19 pandemic — a multi-institutional matched historical cohort study14. Opioid prescribing practices in breast oncologic surgery15. Oncoplastic breast reduction (OBR) complications and patient-reported outcomes16. De-escalating breast cancer surgery: Should we apply quality indicators from other jurisdictions in Canada?17. The breast cancer patient experience of telemedicine during COVID-1918. A novel ex vivo human peritoneal model to investigate mechanisms of peritoneal metastasis in gastric adenocarcinoma (GCa)19. Preliminary uptake and outcomes utilizing the BREAST-Q patient-reported outcomes questionnaire in patients following breast cancer surgery20. Routine elastin staining improves detection of venous invasion and enhances prognostication in resected colorectal cancer21. Analysis of exhaled volatile organic compounds: a new frontier in colon cancer screening and surveillance22. A clinical pathway for radical cystectomy leads to a shorter hospital stay and decreases 30-day postoperative complications: a NSQIP analysis23. Fertility preservation in young breast cancer patients: a population-based study24. Investigating factors associated with postmastectomy unplanned emergency department visits: a population-based analysis25. Impact of patient, tumour and treatment factors on psychosocial outcomes after treatment in women with invasive breast cancer26. The relationship between breast and axillary pathologic complete response in women receiving neoadjuvant chemotherapy for breast cancer01. The association between bacterobilia and the risk of postoperative complications following pancreaticoduodenectomy02. Surgical outcome and quality of life following exercise-based prehabilitation for hepatobiliary surgery: a systematic review and meta-analysis03. Does intraoperative frozen section and revision of margins lead to improved survival in patients undergoing resection of perihilar cholangiocarcinoma? A systematic review and meta-analysis04. Prolonged kidney procurement time is associated with worse graft survival after transplantation05. Venous thromboembolism following hepatectomy for colorectal metastases: a population-based retrospective cohort study06. Association between resection approach and transfusion exposure in liver resection for gastrointestinal cancer07. The association between surgeon volume and use of laparoscopic liver resection for gastrointestinal cancer08. Immune suppression through TIGIT in colorectal cancer liver metastases09. “The whole is greater than the sum of its parts” — a combined strategy to reduce postoperative pancreatic fistula after pancreaticoduodenectomy10. Laparoscopic versus open synchronous colorectal and hepatic resection for metastatic colorectal cancer11. Identifying prognostic factors for overall survival in patients with recurrent disease following liver resection for colorectal cancer metastasis12. Modified Blumgart pancreatojejunostomy with external stenting in laparoscopic Whipple reconstruction13. Laparoscopic versus open pancreaticoduodenectomy: a single centre’s initial experience with introduction of a novel surgical approach14. Neoadjuvant chemotherapy versus upfront surgery for borderline resectable pancreatic cancer: a single-centre cohort analysis15. Thermal ablation and telemedicine to reduce resource utilization during the COVID-19 pandemic16. Cost-utility analysis of normothermic machine perfusion compared with static cold storage in liver transplantation in the Canadian setting17. Impact of adjuvant therapy on overall survival in early-stage ampullary cancers: a single-centre retrospective review18. Presence of biliary anaerobes enhances response to neoadjuvant chemotherapy in pancreatic ductal adenocarcinoma19. How does tumour viability influence the predictive capability of the Metroticket model? Comparing predicted-to-observed 5-year survival after liver transplant for hepatocellular carcinoma20. Does caudate resection improve outcomes in patients undergoing curative resection for perihilar cholangiocarcinoma? A systematic review and meta-analysis21. Appraisal of multivariable prognostic models for postoperative liver decompensation following partial hepatectomy: a systematic review22. Predictors of postoperative liver decompensation events following resection in patients with cirrhosis and hepatocellular carcinoma: a population-based study23. Characteristics of bacteriobilia and impact on outcomes after Whipple procedure01. Inverting the y-axis: the future of MIS abdominal wall reconstruction is upside down02. Progressive preoperative pneumoperitoneum: a single-centre retrospective study03. The role of radiologic classification of parastomal hernia as a predictor of the need for surgical hernia repair: a retrospective cohort study04. Comparison of 2 fascial defect closure methods for laparoscopic incisional hernia repair01. Hypoalbuminemia predicts serious complications following elective bariatric surgery02. Laparoscopic adjustable gastric band migration inducing jejunal obstruction associated with acute pancreatitis: aurgical approach of band removal03. Can visceral adipose tissue gene expression determine metabolic outcomes after bariatric surgery?04. Improvement of kidney function in patients with chronic kidney disease and severe obesity after bariatric surgery: a systematic review and meta-analysis05. A prediction model for delayed discharge following gastric bypass surgery06. Experiences and outcomes of Indigenous patients undergoing bariatric surgery: a mixed-methods scoping review07. What is the optimal common channel length in revisional bariatric surgery?08. Laparoscopic management of internal hernia in a 34-week pregnant woman09. Characterizing timing of postoperative complications following elective Roux-en-Y gastric bypass and sleeve gastrectomy10. Canadian trends in bariatric surgery11. Common surgical stapler problems and how to correct them12. Management of choledocholithiasis following Roux-en-Y gastric bypass: a systematic review and meta-analysis." Canadian Journal of Surgery 64, no. 6 Suppl 2 (2021): S80—S159. http://dx.doi.org/10.1503/cjs.021321.

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Mrs. Madalambika K and Mr. Yashas S. "FROM HAND WAVES TO COMMANDS: AI-ENHANCED GESTURE RECOGNITION IN AR/MR SYSTEMS." EPRA International Journal of Research & Development (IJRD), January 18, 2025, 89–92. https://doi.org/10.36713/epra19839.

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Gesture recognition has emerged as a pivotal component in the development of intuitive and immersive Augmented Reality (AR) and Mixed Reality (MR) systems. This study explores the application of Artificial Intelligence (AI) techniques to enhance gesture recognition accuracy, efficiency, and usability in real-time AR/MR environments. We present an experimental study leveraging state-of-the-art deep learning architectures, evaluating their performance in recognizing gestures across diverse datasets and AR/MR platforms. The experiments focus on comparing various AI models under different environm
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Pasupuleti, Murali Krishna. "Embodied Cognition: Redefining Human Experience Through AI and Extended Reality." International Journal of Academic and Industrial Research Innovations(IJAIRI), May 15, 2025, 145–55. https://doi.org/10.62311/nesx/rp05222.

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Abstract: This research explores how embodied cognitive can be computationally modeled and enhanced through the integration of Artificial Intelligence (AI) and Extended Reality (XR). Moving beyond traditional disembodied approaches to human-computer interaction, the study employs immersive, adaptive XR environments augmented by AI agents to simulate perception-action loops, contextual learning, and emotional responsiveness. Through mixed-method experiments involving biometric tracking, cognitive task performance, and real-time environmental adaptation, the study demonstrates that AI-XR systems
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Sepanloo, Kamelia, Daniel Shevelev, Md Tariqul Islam, Young-Jun Son, Shravan Aras, and Janine E. Hinton. "Improving nursing education through an AI-enhanced mixed reality training platform: development and pilot evaluation." Educational technology research and development, March 4, 2025. https://doi.org/10.1007/s11423-025-10473-2.

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Pasupuleti, Murali Krishna. "Autonomous Systems for Trustless Governance: Integrating AI and Blockchain for a Decentralized Future." International Journal of Academic and Industrial Research Innovations(IJAIRI), May 15, 2025, 133–44. https://doi.org/10.62311/nesx/rp05221.

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Abstract: This research explores how embodied cognitive can be computationally modeled and enhanced through the integration of Artificial Intelligence (AI) and Extended Reality (XR). Moving beyond traditional disembodied approaches to human-computer interaction, the study employs immersive, adaptive XR environments augmented by AI agents to simulate perception-action loops, contextual learning, and emotional responsiveness. Through mixed-method experiments involving biometric tracking, cognitive task performance, and real-time environmental adaptation, the study demonstrates that AI-XR systems
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Uhl, Jakob Carl, Olivia Zechner, Anke Baetzner, et al. "Mixed reality training for medical first responders: system evaluation and recommendations." Virtual Reality 29, no. 2 (2025). https://doi.org/10.1007/s10055-025-01144-x.

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Abstract This study assesses the integration of mixed reality (MR) technologies in medical first responder (MFR) training, focusing on identifying key factors influencing behavioral intention to use MR systems and practical implications for technology acceptance and enhanced realism through haptic feedback. Through a user-centered design approach, involving co-creation workshops, iterative development, and evaluations in pilot and field trials across six countries, this study evaluated technology acceptance, presence, user experience, and workload among MFRs. Both quantitative measures and qua
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Chang, Woei-Chyi, Wei Zhou, and Sogand Hasanzadeh. "AI-Driven Assistant for Worker Safety in Future Construction: Examining Opportunity and Challenges." Proceedings of the Human Factors and Ergonomics Society Annual Meeting, July 13, 2025. https://doi.org/10.1177/10711813251358804.

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The integration of robots, particularly drones, into future construction sites introduces new safety challenges requiring enhanced situational awareness (SA) among workers. To address these challenges, this study explores the effectiveness of an AI-driven assistant designed to inform workers about dynamic environmental changes via auditory and visual channels. A mixed-reality bricklaying experiment was developed, simulating worker-drone interactions across three interaction levels: coexistence, cooperation, and collaboration. One hundred five construction-background students participated in ta
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Dela Pena, Arthur. "Digital learning platforms in aircraft maintenance technology: Evaluating the effectiveness of gamified learning approaches." Research in Learning Technology 33 (July 4, 2025). https://doi.org/10.25304/rlt.v33.3373.

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Traditional teaching methods in Aircraft Maintenance Technology (AMT) often struggle to maintain student engagement, motivation, and knowledge retention. While gamification has been recognised as a potential solution, its application in AMT education remains underexplored, particularly in bridging theoretical knowledge with practical skill acquisition. This study investigates the effectiveness of Kahoot-based gamification in enhancing student engagement, motivation, knowledge retention, and practical skills development. A mixed-methods approach was employed, integrating quantitative surveys, p
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Ahmed, Zeeshan, Faizan Ahmad, and Chen Hui. "Learner emotions and performance in hypercasual VR games with adaptive AI difficulty." British Educational Research Journal, July 4, 2025. https://doi.org/10.1002/berj.4199.

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AbstractHypercasual virtual reality games (HVRGs) are widely regarded as cost‐effective tools for rapid skill acquisition, yet the mechanisms that optimise their effectiveness and user acceptance remain insufficiently explored. This mixed‐methods empirical study investigates how playful emotions, characterised by engagement, enjoyment and anxiety, influence performance, measured through game scores, in HVRGs employing two distinct difficulty strategies: (1) progressive game difficulty (PGD) and (2) dynamic game difficulty (DGD). Using a mixed‐methods approach, data were collected from 50 adult
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Pradikto, Sugeng, and Mochamad Taufiq. "Enhancing Risk Management Education: The Impact of Classroom Simulations and Case-Based Teaching on Student Engagement and Learning Outcomes." AL-ISHLAH: Jurnal Pendidikan 17, no. 1 (2025). https://doi.org/10.35445/alishlah.v17i1.7230.

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Risk management education often struggles to bridge the gap between theory and practice, with traditional teaching methods falling short in fostering student engagement and practical understanding. This study evaluates the effectiveness of classroom simulations and case-based learning in enhancing student engagement and learning outcomes in risk management education. A mixed-methods approach was used, combining a quasi-experimental one-group pretest-posttest design with qualitative analysis. The sample included 138 purposively selected 4th and 6th-semester students from the Economics Study Pro
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Alizadeh, Mehrasa, and Roberto B. Figueroa Jr. "MAVR in the Metaverse." ASCILITE Publications, November 11, 2024, 26–27. http://dx.doi.org/10.14742/apubs.2024.1185.

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Extended reality (XR) technologies, which include virtual reality (VR), augmented reality (AR), and mixed reality (MR), are gaining significant attention from educators for their potential to transform teaching and learning in higher education. According to recent research, XR offers immersive and interactive experiences that enhance student engagement and provide unique opportunities for experiential learning (Merchant et al., 2014; Radianti et al., 2020). In response to this growing interest, various professional organizations have developed virtual communities of practice (Wenger, 1998) to
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Xie, Dongfang, Baibing Chen, Hong Li, and Qiwei Huang. "Enhancing table tennis performance and physical fitness through digital technology: a quasi-experimental study based on the TPACK framework." Frontiers in Sports and Active Living 7 (May 9, 2025). https://doi.org/10.3389/fspor.2025.1595455.

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Educational digitization has made integrating digital technology into physical education a pivotal strategy for transforming pedagogy. Guided by the Technological Pedagogical Content Knowledge (TPACK) framework, this study addresses two challenges in Chinese university physical education: the lack of evidence-based research on technology integration, and the decline in student physical fitness alongside the waning effectiveness of traditional table tennis instruction. We propose a “3 + 1” digital teaching model integrating multimedia, virtual reality (VR), augmented reality (AR), and artificia
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Wei, Xiaodong, Lei Wang, Lap-Kei Lee, and Ruixue Liu. "Multiple Generative AI Pedagogical Agents in Augmented Reality Environments: A Study on Implementing the 5E Model in Science Education." Journal of Educational Computing Research, December 6, 2024. https://doi.org/10.1177/07356331241305519.

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Notwithstanding the growing advantages of incorporating Augmented Reality (AR) in science education, the pedagogical use of AR combined with Pedagogical Agents (PAs) remains underexplored. Additionally, few studies have examined the integration of Generative Artificial Intelligence (GAI) into science education to create GAI-enhanced PAs (GPAs) that enrich the learning experiences. To address these gaps, this study designed and implemented a GPA-enhanced 5E model within AR environments to scaffold students’ science learning. A mixed-methods design was conducted to investigate the effectiveness
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Muller, Vivienne. "Motherly Love." M/C Journal 5, no. 6 (2002). http://dx.doi.org/10.5204/mcj.2008.

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There is a humorously disturbing cartoon by Mary Leunig of a mother as a suffering Jesus figure crucified on the cross of motherhood. The image simultaneously evokes and countersigns the idealised portrait of mothers as serene and self-sacrificing Madonna figures. In Leunig’s cartoon the mother wears a crown of nappy pins; her children, inconsolable, bereft of the mother as a site of selfless love and nurture, look up at her on the cross. Over twenty years old, this cartoon haunts the viewer with its ironic/iconic motifs of motherhood, because it signifies the presence of an absence – the abse
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