Research map: Designing clinical AI for patient-centered support beyond the visit: the PACT framework for health systems

Back to the article

Papers in this map

  1. A model of inexact reasoning in medicine · Edward Hance Shortliffe · 1975 · 1449 citations · Cited by this paper
  2. A scoping review of studies on secure messaging through patient portals: persistent challenges and potential solutions · 2026 · Related
  3. Do no harm: a roadmap for responsible machine learning for health care · Jenna Wiens · 2019 · 1243 citations · Cited by this paper
  4. Improving sepsis best practice utility and clinical acceptance using an LLM-enhanced prediction system · 2026 · Related
  5. Waste in the US Health Care System · William H. Shrank · 2019 · 1069 citations · Cited by this paper
  6. Bridging the computational-experimental gap: leveraging large language model to prioritize Alzheimer’s therapeutics based on comparison of learning models · 2026 · Related
  7. Generative Artificial Intelligence to Transform Inpatient Discharge Summaries to Patient-Friendly Language and Format · Jonah Zaretsky · 2024 · 294 citations · Cited by this paper
  8. Enhancing the resilience of remote patient monitoring and hospital-at-home systems: a digital-twin-based framework · 2026 · Related
  9. Association of Electronic Health Record Use With Physician Fatigue and Efficiency · Saif Sherif Khairat · 2020 · 122 citations · Cited by this paper
  10. Evaluation of electronic health record-integrated artificial intelligence chart review · 2026 · Related
  11. Information Sharing Preferences of Older Patients and Their Families · Bradley H. Crotty · 2015 · 81 citations · Cited by this paper
  12. Receptiveness of physicians towards artificial intelligence-driven drug prescription: a nationwide survey · 2026 · Related
  13. Frequency and Nature of Communication and Handoff Failures in Medical Malpractice Claims · Kate E. Humphrey · 2021 · 71 citations · Cited by this paper
  14. National scale up of PROM based monitoring after joint replacement in Germany · 2026 · Related
  15. A Computer-Based Physical Examination System · Warner V. Slack · 1967 · 46 citations · Cited by this paper
  16. Responsible AI for safer opioid risk management in older adults · 2026 · Related
  17. Characteristics and outcomes of advanced cancer patients who miss outpatient supportive care consult appointments · Marvin Omar Delgado-Guay · 2014 · 35 citations · Cited by this paper
  18. Design for a digital twin in clinical patient care · 2026 · Related
  19. Impacts of a navigation program based on health information technology for patients receiving oral anticancer therapy: the CAPRI randomized controlled trial · Chloé Gervès‐Pinquié · 2017 · 23 citations · Cited by this paper
  20. Assessing acuity in pediatric emergency department triage: performance of a large language model · 2026 · Related
  21. Learning health system strategies in the AI era · Peter A.D. Steel · 2025 · 20 citations · Cited by this paper
  22. A Randomized-Clinical Trial of Two Ambient Artificial Intelligence Scribes: Measuring Documentation Efficiency and Physician Burnout · Paul J. Lukac · 2025 · 15 citations · Cited by this paper
  23. Time to Filling of New Prescriptions for Chronic Disease Medications Among a Cohort of Elderly Patients in the USA · Jessica Myers Franklin · 2018 · 12 citations · Cited by this paper
  24. Radiology Workflow Assistance With Artificial Intelligence: Establishing the Link to Outcomes · Zehui Gu · 2025 · 9 citations · Cited by this paper
  25. Policy brief: ambient AI scribes and the coding arms race · Tinglong Dai · 2025 · 9 citations · Cited by this paper
  26. AI virtual patient navigation to promote re-engagement of U.S. inner city patients nonadherent with colonoscopy appointments: A quality improvement initiative. · Alyson B. Moadel · 2024 · 7 citations · Cited by this paper
  27. Virtual Transition of Care Clinics and Associated Readmission Rates: 3-Year Retrospective Cohort Study · Sarah F Horman · 2025 · 6 citations · Cited by this paper
  28. Ambient scribe in general practice: a multi-perspective before-after longitudinal mixed-methods study · R. C. A. van Linschoten · 2026 · 6 citations · Cited by this paper

Source: OpenAlex (CC0)