Research map: When Useful Clinical AI Exceeds Meaningful Oversight

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Papers in this map

  1. Reporting guideline for the early stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI · Baptiste Vasey · 2022 · 572 citations · Cited by this paper
  2. Clinical AI Generators and Reviewers must be Tested Together · Vera Sorin · 2026 · Cites this paper
  3. Exploring the Effects of tACS Duration on Resting-State EEG: An Exploratory Within-Subject Study in Healthy Volunteers · 2026 · Related
  4. The TRIPOD-LLM reporting guideline for studies using large language models · Jack Gallifant · 2025 · 530 citations · Cited by this paper
  5. Security Analysis of a Federated Learning Framework for Medical Image-to-Image Translation · 2026 · Related
  6. AI-induced Deskilling in Medicine: A Mixed-Method Review and Research Agenda for Healthcare and Beyond · Chiara Natali · 2025 · 125 citations · Cited by this paper
  7. Automated Multi-Label Adverse drug Reaction Extraction from Malaysia’s National Pharmacovigilance Narratives · 2026 · Related
  8. Barriers and Decisions When Answering Clinical Questions at the Point of Care · David A. Cook · 2013 · 100 citations · Cited by this paper
  9. Beyond Validation: Operationalising Post-Deployment Surveillance of AI Medical Devices in Clinical Practice · 2026 · Related
  10. Perceived Trust and Professional Identity Threat in AI-Based Clinical Decision Support Systems: Scenario-Based Experimental Study on AI Process Design Features · Sophia Ackerhans · 2025 · 35 citations · Cited by this paper
  11. Automated data extraction from electronic medical records for pragmatic clinical trials · 2026 · Related
  12. Reflection Machines: Supporting Effective Human Oversight Over Medical Decision Support Systems · Pim Haselager · 2023 · 25 citations · Cited by this paper
  13. A Hybrid Deep Learning Framework with Supervised Contrastive Learning for Robust Seizure Detection in Long-Term EEG · 2026 · Related
  14. Multiagent AI Systems in Health Care: Envisioning Next-Generation Intelligence · Andrew Borkowski · 2025 · 21 citations · Cited by this paper
  15. Patient-Initiated Permanent Deletion of Their Electronic Health Record Data: implications for Artificial Intelligence and Big Data in Healthcare · 2026 · Related
  16. Responsible adoption of multimodal artificial intelligence in health care: promises and challenges · Ghazal Azarfar · 2025 · 13 citations · Cited by this paper
  17. AI-enabled clinical decision support in breast cancer care: a blinded multicenter benchmarking study comparing medically specialized with a general-purpose system · 2026 · Related
  18. Reporting guideline for chatbot health advice studies: The CHART statement · Bright Huo · 2025 · 9 citations · Cited by this paper
  19. Implementing Technology in Neuropsychological Assessments: A Scoping Review · 2026 · Related
  20. Who's really in the loop? Rethinking oversight in AI-assisted health care · Rawan Abulibdeh · 2026 · 8 citations · Cited by this paper
  21. Public Interest in an AI-Enabled Clinical Decision Support Tool · Vishal R. Patel · 2025 · 3 citations · Cited by this paper

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