A Systematic Review and Meta-Analysis of Artificial Intelligence Tools in Medicine and Healthcare: Applications, Considerations, Limitations, Motivation and Challenges

Younis, Hussain A., Eisa, Taiseer Abdalla Elfadil, Nasser, Maged, Sahib, Thaeer Mueen, Noor, Ameen A., Alyasiri, Osamah Mohammed, Salisu, Sani, Hayder, Israa M. +1 more·2024·Diagnostics

Cited by (242)

Items 201–242 of 242

  1. 31922 AI and nursing
    Julia Kammer, Daniel Flemming · 2026 · De Gruyter eBooks
  2. Ethical and Regulatory Considerations in AI-Driven Healthcare
    Ashok Kumar Sah, Rahul Kumar, Sakshi Patel, Prem Shankar Mishra, Hiren Doshi, Rakhi Mishra · 2026 · Advances in computational intelligence and robotics book series
  3. Factors influencing quality of life over five years post-diagnosis in breast cancer survivors: Results from the E3N-Generations cohort
    Alexandra‐Cristina Paunescu, Marie Préau, Cyrille Delpierre, Myriam Pannard, Marina Kvaskoff · 2026 · Bulletin du Cancer
  4. Evaluating the Performance of Different AI Tools in Generating Contraception Recommendations
    Sik Chun Cheong, Beng Kwang Ng, Pei Shan Lim, Punithanathan A/L Rajoo, Poh Kuan Wong · 2026 · Studies in big data
  5. Therapeutic Decisions in Inflammatory Bowel Disease: ChatGPT ‐4.0 Compared to Medical Expertise
    H Loncour, Jennifer Aoun, Alice Hoyois, Vinciane Muls · 2026 · JGH Open
  6. Artificial Intelligence-Assisted Patient Education: Unlocking ChatGPT’s Potential in Congenital Hydronephrosis Awareness (Preprint)
    Muhammad Dian Ilham Akbar, Gerhard Reinaldi Situmorang, Irfan Wahyudi, Arry Rodjani, Adham Elsaied, Michael Chua, Ramesh Babu, VVS Chandrasekharam, Tariq Abbas, Putu Angga Risky Raharja · 2026
  7. From Everyday Technology Experience to AI Acceptance in Healthcare Education: A Self-determination Theory–based Model
    Stefano Ardenghi, Marco Bani, Selena Russo, Niccolò Cremona, Federico Zorzi, Giuseppe M. L. Sarnè, Maria Grazia Strepparava · 2026 · Research Square
  8. The impact of traumatic injury on the respiratory system; a narrative review of injury-associated and clinically-induced mechanisms of trauma-associated pneumonia
    Fiona Howroyd, Jonathan Weblin, Fang Gao Smith, Niharika A. Duggal, Zubair Ahmed · 2026 · Frontiers in Medicine
  9. The Role of Artificial Intelligence in Primary Care: A Systematic literature review
    Elisabetta Reginato, Isabella Fadda, Michela Floris, Paola Paglietti · 2026 · MECOSAN
  10. Why Charge High When Your Abilities Are Limited? The Effect of Implicit Belief on Willingness to Pay in Participative Pricing
    Tam Duc Dinh · 2026 · Journal of Global Marketing
  11. Cancer Care Needs Explainable Artificial Intelligence: Motivations from Potential Users
    John-Jose Nuñez, Jonathan Avery, H Xu, Daniel Hilbers, Ahmad Fayaz, Alan T. Bates, Cristina Conati · 2026 · Communications in computer and information science
  12. The impact of artificial intelligence in religious and sociocultural contexts: Evidence from university students in the UK and Poland
    Jarosław Kozak, Stanisław Fel, Sławomir Tadeja · 2026 · Cogent Arts and Humanities
  13. Concerns of Using Large Language Models in Health Care Research and Practice: Umbrella Review
    Feyza Yarar, Pauline Addis, Megan Fairweather, Dawn Craig, Hannah O’Keefe · 2026 · Journal of Medical Internet Research
  14. Transforming surgical decisions: the rise of predictive and personalized digital tools
    Hebatollah E. Eitah, Mohamed Salah Kamel, Amal A. Alharbi, Wesam Taher Almagharbeh, Malik A. Altayar, Riham A. El-Shiekh · 2026 · Expert Review of Medical Devices
  15. Next‐Generation Paleopathology: Using Commercial AI in Bioarchaeological Diagnosis
    Jessica Mongillo, Giulia Vescovo, Giulia Manzo, Nicoletta Zedda, Barbara Bramanti · 2026 · International Journal of Osteoarchaeology
  16. Clinical Evaluation of ChatGPT-5.3 Responses to Patient-Oriented Questions on Scoliosis: A Multidimensional Expert Analysis
    Muhsin Doran · 2026 · Healthcare
  17. Research on the Pathways of Integrating Generative Artificial Intelligence into Education: A Visualization Analysis Based on CiteSpace
    Qi Liu, Huichan Ren · 2026 · International Conference on Big Data and Informatization Education (ICBDIE)
  18. Effect of the use of artificial intelligence tools on clinical education and clinical decision-making of medical students during clinical rotations: A scoping review
    Erwin Hernando Hernández Rincón, Julio Cesar Klinger Bastidas, Sofia Becerra Acevedo, Norma Constanza Robayo Florez · 2026 · Journal of Investigative Medicine
  19. Artificial Intelligence in Aorta Aneurysm Management: Translational Applications and Limits
    Carmela Rita Balistreri, Laura Asta, Sabrina Nocerino, Dario Tarantino, Calogera Pisano, Diego Gallo, Salvatore Pasta · 2026 · AI
  20. Psychological and Contextual Factors of AI Acceptance Among Informal Caregivers of People Living With Dementia: Cross-Sectional Pilot Study
    Louis Fisher, Minh-Nguyet Hoang, Logan DuBose, Qiping Fan · 2026 · JMIR Formative Research
  21. Effet d’un modèle de langage large (LLM) sur le raisonnement clinique : Essai pilote randomisé contrôlé chez des étudiants en kinésithérapie
    Frédéric André, Julien Trioulier, Nicolas Machuret · 2026 · Kinésithérapie la Revue
  22. Artificial intelligence and knowledge translation in healthcare: a scoping review
    Herbert Nunes Batista Glória, Thaís Branquinho Oliveira Fragelli · 2026 · Ciência & Saúde Coletiva
  23. Artificial intelligence and knowledge translation in healthcare: a scoping review
    Herbert Nunes Batista Glória, Thaís Branquinho Oliveira Fragelli · 2026 · Ciência & Saúde Coletiva
  24. Artificial intelligence in primary care in Poland: opportunities, challenges, and public health policy implications
    Praveen Kumar Malik, Adam Bednarek, Katarzyna Bednarek · 2026 · Polish Journal of Public Health
  25. Integrating Distance Correlation Based Feature Selection in Classifier Hyperparameter Bayesian Optimization
    Emilian David, Monica Fira, Ingrid Kovacs, Liviu Goraş · 2026 · World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany
  26. Comparative Evaluation of Three Artificial Intelligence‐Based Tools for Question Generation in Endodontics
    Mehmet Emin Kaval, Fırat Sarsar, Gözde Kandemir Demirci, Seniha Miçooğulları Kurt, Deniz Inkaya, Hayal Boyacıoğlu, Pelin Güneri · 2026 · Australian Endodontic Journal
  27. Inteligencia artificial generativa en estudiantes de bioquímica y farmacia: confianza sin prácticas de uso responsable
    Lidia Guzmán, José Antonio Rodríguez Aguilar, Lucy Yomira Jara Zea · 2026 · Salud Medicina e Innovación Journal
  28. Comparative evaluation of the performance of different AI chatbots in answering pediatric dentistry questions in the Turkish dental specialization exam
    Sena Sakın Ulubay · 2026 · BMC Oral Health
  29. Artificial intelligence for decision-making in healthcare: A critical review of decision-maker-governed hybrid systems across clinical, operational, and policy settings
    Abtin Ijadi Maghsoodi, J Kurz, Ross A Lawrenson, Matthew J. G. Parsons, Cameron Graham Walker, Michael O’Sullivan, Paul Rouse · 2026 · Health Policy and Technology
  30. Towards an Efficient and Flexible Authentication Scheme in Education Environment: Students as the Case Study
    Duaa A. Sultan, Ali Adil Yassin, Zaid Ameen Abduljabbar, Abdulla J. Y. Aldarwish, Vincent Omollo Nyangaresi, Ali Hasan Ali · 2026 · International Conference on Electronics, Computers and Artificial Intelligence (ECAI)
  31. Telemedicine and artificial intelligence in family medicine practice: a systematic review and meta-analysis of barriers and enablers in routine primary care
    Mohammed Nasser Albarqi · 2026 · Frontiers in Digital Health
  32. Generative AI Models for Education in Hand and Wrist Surgery: A Narrative Review
    Armaan Dhanoa, Kevin Ghajar, Jonathan Persitz, Kevin J. Zuo · 2026 · Journal of Wrist Surgery
  33. The Essential Re-evaluation of Programming Education in the Age of Artificial Intelligence
    Nader Kesserwan, Jameela Al‐Jaroodi, Talal Bin Jathlan, Faisal Alfaifi, Abdulrahman Alharbi · 2026 · ASEE Annual Conference & Exposition
  34. Adaptive data augmentation with constraint-aware reinforcement learning for robust chest X-ray classification
    AbdelMoniem Helmy, Muhammad Mahmoud · 2026 · Biomedical Signal Processing and Control
  35. Use of artificial intelligence in education and training of radiology
    María Belén Morales Cevallos, Canva Byron Ma Lam, María José López-Pino, Adriana Monserrath Monge Moreno, Diego Fabián Vique López · 2026 · Frontiers in Radiology
  36. An Operational Analytics Scaffold for AI-Integrated Inpatient Flow Management
    Maria Hernandez, Carlos Vega · 2022 · Journal of Artificial Intelligence for Healthcare Systems
  37. Comparative Evaluation of a New Autonomous AI Agent Versus Frontier LLMs for AI-Generated Patient Information Sheets on Pediatric Pathologies
    Zaid H. Khoury, Rata Rokhshad, Mohamed S. Sultan, Jeffery B. Price, Tiffany Tavares, Kimia Sadat Kazemi, Neda Najafimakhsoos, Ahmed S. Sultan · 2026 · Cancers
  38. Information Technologies for the Study of Complex Dynamic Systems
    Olga Ivanets, Rimvidas Khrashchevskyi, Maryna Arkhyrei, Nataliia Bilak, Лариса Сергіївна Чубко, Вадим СВЄЖЕНЕЦЬ · 2026 · International Conference on Advanced Computer Information Technologies (ACIT)
  39. Advancing Pharma 4.0: Human and Machine Partnerships in Modern Medicine
    Saurabh Pargaien, Vasco Dagama Kalisto, Obbo Owen, Amrita Verma Pargaien, Heena · 2026 · International Conference on Innovation & Growth in Next-Gen Intelligent Technology & Engineering (IGNITE)
  40. Subjectivités et environnements numériques
    Lise Haddouk · 2026 · Dunod eBooks
  41. Use of Artificial Intelligence Among Medical Students in Tbilisi, Georgia: Perceived Advantages and Challenges
    Saraha M Ansari, Abdullah F Banafa, Vikram Sehgal · 2026 · Cureus
  42. Artificial intelligence applications in forensic science and their implications for education and training
    María Belén Morales-Cevallos, Canva Byron Ma Lam, Kevin David Dickens Guerrero, Diego Fabián Vique López · 2026 · Frontiers in Education