Research map: Transparency in healthcare AI: Testing EU regulatory provisions against users’ transparency needs

Back to the article

Papers in this map

  1. Statistical Power Analysis for the Behavioral Sciences · Jacob Cohen · 2013 · 25436 citations · Cited by this paper
  2. Recognition of eating episodes via commercial smartwatch sensors analysis · 2026 · Related
  3. The role of artificial intelligence in healthcare: a structured literature review · Silvana Filomena Secinaro · 2021 · 1102 citations · Cited by this paper
  4. Health equity and public acceptance of large language models in healthcare in China: A national population-based survey · 2026 · Related
  5. A Review of the Role of Artificial Intelligence in Healthcare · Ahmed Al Kuwaiti · 2023 · 895 citations · Cited by this paper
  6. MRI-based shear stress profiles in subclinical carotid atherosclerosis – A feasibility study · 2026 · Related
  7. The promise of artificial intelligence: a review of the opportunities and challenges of artificial intelligence in healthcare · Yuri Yin‐Moe Aung · 2021 · 511 citations · Cited by this paper
  8. Large language model analysis of real-world phone calls reveals prodromal and progressive biomarker of parkinsonism: A two-year proof-of-concept study · 2026 · Related
  9. The EU Artificial Intelligence Act (2024): Implications for healthcare · Hannah van Kolfschooten · 2024 · 247 citations · Cited by this paper
  10. Evaluating the quality, reliability and readability of digital and artificial intelligence resources for adults with cancer who have significant caregiving responsibilities for children · 2026 · Related
  11. Artificial Intelligence in Healthcare: Review, Ethics, Trust Challenges & Future Research Directions · Pranjal Kumar · 2023 · 215 citations · Cited by this paper
  12. Physical activity, sleep pattern and problematic internet use in undergraduate health-sciences students of Nepal – A cross-sectional study · 2026 · Related
  13. Navigating the EU AI Act: implications for regulated digital medical products · Mateo Aboy · 2024 · 212 citations · Cited by this paper
  14. NavegApp, a serious game for assessing spatial cognition: Diagnostic accuracy in preclinical and prodromal Alzheimer’s disease · 2026 · Related
  15. Benefits and Risks of AI in Health Care: Narrative Review · Margaret Chustecki · 2024 · 197 citations · Cited by this paper
  16. Development and validation of a food group system for intake control in people with diabetes: SMARTCLOTH-Database · 2026 · Related
  17. Threats to Online Surveys: Recognizing, Detecting, and Preventing Survey Bots · Yanfeng Xu · 2022 · 153 citations · Cited by this paper
  18. Multi-dimensional evaluation of user-operated audible contrast sensitivity tests towards efficient hearing healthcare services · 2026 · Related
  19. Multi-stakeholder preferences for the use of artificial intelligence in healthcare: A systematic review and thematic analysis · Vinh Vo · 2023 · 150 citations · Cited by this paper
  20. Machine learning–driven integration of 24-hour ambulatory blood pressure and its variability · 2026 · Related
  21. Collaborative management of inventory in Australian hospital supply chains: practices and issues · Vikram Bhakoo · 2012 · 121 citations · Cited by this paper
  22. Interactive Model Cards: A Human-Centered Approach to Model Documentation · Anamaria Crisan · 2022 · 103 citations · Cited by this paper
  23. Recent Advances of Artificial Intelligence in Healthcare: A Systematic Literature Review · Fotis Kitsios · 2023 · 75 citations · Cited by this paper
  24. Readability of written information for patients across 30 years: A systematic review of systematic reviews · Tsuyoshi Okuhara · 2025 · 75 citations · Cited by this paper
  25. Healthcare Applications of Artificial Intelligence and Analytics: A Review and Proposed Framework · Sabrina Azzi · 2020 · 54 citations · Cited by this paper
  26. Understanding ERP system implementation in a hospital by analysing stakeholders · Albert Boonstra · 2009 · 45 citations · Cited by this paper
  27. Identifying, categorising, and mapping actors involved in resilience in healthcare: a qualitative stakeholder analysis · Veslemøy Guise · 2024 · 32 citations · Cited by this paper
  28. A quarter century of usable security and privacy research: transparency, tailorability, and the road ahead · Christian Reuter · 2022 · 31 citations · Cited by this paper
  29. Artificial intelligence, chatbots and ChatGPT in healthcare—narrative review of historical evolution, current application, and change management approach to increase adoption · Jitendra Pratap Singh · 2023 · 30 citations · Cited by this paper
  30. Stakeholder analysis and landscape in a hospital project – elements and implications for value creation · Kari-Pekka Tampio · 2022 · 29 citations · Cited by this paper
  31. Prevalence and Prevention of Large Language Model Use in Crowd Work · Veniamin Veselovsky · 2025 · 26 citations · Cited by this paper
  32. Emerging artificial intelligence applications: metaverse, IoT, cybersecurity, healthcare - an overview · Neha Vaishnavi Sharma · 2023 · 25 citations · Cited by this paper
  33. Towards Generating Consumer Labels for Machine Learning Models · Christin Seifert · 2019 · 18 citations · Cited by this paper
  34. Mapping key stakeholders’ position towards interdisciplinary transgender healthcare: A stakeholder analysis · Timo Ole Nieder · 2019 · 13 citations · Cited by this paper
  35. Risk Management and Financial Stability in the Polish Public Hospitals: The Moderating Effect of the Stakeholders’ Engagement in the Decision-Making · Aldona Frączkiewicz-Wronka · 2021 · 13 citations · Cited by this paper
  36. From Words to Images Through Legal Visualization · Arianna Rossi · 2018 · 9 citations · Cited by this paper
  37. Stakeholders and resources in public hospitals. Towards an integrated view · Agata Austen · 2018 · 4 citations · Cited by this paper
  38. Understanding the local and international stakeholders in rheumatic heart disease field in Tanzania and Uganda: A systematic stakeholder mapping · Hlengiwe Moloi · 2022 · 4 citations · Cited by this paper
  39. Review and bibliometric analysis of AI-driven advancements in healthcare · Yi Jie Wang · 2024 · 3 citations · Cited by this paper

Source: OpenAlex (CC0)