Research map: The Sydney Triage to Admission Risk Tool With Artificial Intelligence ( START ‐ AI ) to Support Decision Making in Emergency Departments: Model Explainability and Feature Importance Analysis

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Papers in this map

  1. The enlightening role of explainable artificial intelligence in medical & healthcare domains: A systematic literature review · Subhan Ali · 2023 · 338 citations · Cited by this paper
  2. Sustaining Emergency Medicine: Workforce Wellbeing, Moral Integrity and the Power of Action · 2026 · Related
  3. Artificial Intelligence in Emergency Medicine: Viewpoint of Current Applications and Foreseeable Opportunities and Challenges · Gabrielle Chenais · 2022 · 139 citations · Cited by this paper
  4. Analytically Confirmed Opioid Detections From the Emerging Drugs Network of Australia · 2026 · Related
  5. Artificial intelligence in emergency medicine. A systematic literature review · Konstantin Piliuk · 2023 · 81 citations · Cited by this paper
  6. The Safety of Single Aminoglycoside Dose in Emergency Departments ( SAD ‐ ED ) Among Patients With and Without Chronic Kidney Disease: A Retrospective Cohort Study · 2026 · Related
  7. Explainable artificial intelligence in emergency medicine: an overview · Yohei Okada · 2023 · 70 citations · Cited by this paper
  8. The Return of Diphtheria: Reflections From the Emergency Department · 2026 · Related
  9. The AI Future of Emergency Medicine · Robert John Petrella · 2024 · 42 citations · Cited by this paper
  10. Epidemiology of Patients With Chronic Liver Disease Presenting to Emergency Departments in Australia · 2026 · Related
  11. A Randomized Trial to Assess the Efficacy of Point-of-Care Testing in Decreasing Length of Stay in a Pediatric Emergency Department · Allen Hsiao · 2007 · 39 citations · Cited by this paper
  12. Medical Staffing Models of Inpatient Major Trauma Services in Australia and New Zealand · 2026 · Related
  13. Using clinical guidelines to assess the potential value of laboratory medicine in clinical decision-making · Allan Hicks · 2020 · 25 citations · Cited by this paper
  14. Family, Domestic and Sexual Violence Presentations to a Virtual Emergency Department: A Retrospective Cohort Study · 2026 · Related
  15. Evaluating an AI Decision Support System for the Emergency Department: Retrospective Study · Yvette J. van der Haas · 2025 · 4 citations · Cited by this paper
  16. Emergency Department Overcrowding: Towards a New Conceptual Framework · 2026 · Related
  17. Delirium Screening in the Emergency Department: Barriers, Enablers and Alignment With Clinical Standards—A Mixed‐Methods Study · 2026 · Related
  18. Identifying Symptom Clusters Predictive of Acute Myocardial Infarction for Aboriginal and Torres Strait Islander and Non‐Indigenous Australians · 2026 · Related

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