Research map: Reach: Recognising episodes of acute complexity in health: a predictive older patient prioritisation machine learning model

Back to the article

Papers in this map

  1. No free lunch theorems for optimization · David H. Wolpert · 1997 · 14331 citations · Cited by this paper
  2. Fair allocation strategies for opioid settlements · 2025 · Related
  3. Machine learning: Trends, perspectives, and prospects · Michael I. Jordan · 2015 · 10039 citations · Cited by this paper
  4. Data-driven identification of outpatient-suitable procedures: a machine learning approach · 2026 · Related
  5. Machine Learning in Medicine · Alvin Rajkomar · 2019 · 4486 citations · Cited by this paper
  6. Strategic management of vaccine distribution during pandemics under uncertainty · 2026 · Related
  7. Big Data and Machine Learning in Health Care · Andrew L. Beam · 2018 · 2356 citations · Cited by this paper
  8. Improving hard-to-place kidney allocation: A machine learning approach to center ranking · 2026 · Related
  9. Polygenic Risk Scores for Prediction of Breast Cancer and Breast Cancer Subtypes · Nasim Mavaddat · 2018 · 1214 citations · Cited by this paper
  10. Improving treatment outcomes in Ghana with agent-based model for diabetes patients’ self-management behaviours · 2026 · Related
  11. Effectiveness of acute geriatric units on functional decline, living at home, and case fatality among older patients admitted to hospital for acute medical disorders: meta-analysis · Juan José Baztán · 2009 · 412 citations · Cited by this paper
  12. Ahead of the ambulance: Optimizing volunteer training · 2026 · Related
  13. Effectiveness of Acute Geriatric Unit Care Using Acute Care for Elders Components: A Systematic Review and Meta‐Analysis · Mary T. Fox · 2012 · 387 citations · Cited by this paper
  14. Expanding modeling boundaries to design more resilient vaccine supply networks · 2025 · Related
  15. Simulation optimization for an emergency department healthcare unit in Kuwait · Mohamed Ahmed · 2008 · 387 citations · Cited by this paper
  16. Multi-objective dynamic prioritized routing and scheduling for home healthcare services with cooperating service providers · 2025 · Related
  17. Emergency department triage revisited. · Gerard FitzGerald · 2010 · 375 citations · Cited by this paper
  18. Can past variants of SARS-CoV-2 predict the impact of future variants? Machine learning for early warning of US counties at risk · 2025 · Related
  19. Emergency department triage revisited · Gerard FitzGerald · 2010 · 375 citations · Cited by this paper
  20. Public health interventions for developing resilience to contagious diseases: a system dynamics approach · 2025 · Related
  21. Clinical Decision Support Systems for Triage in the Emergency Department using Intelligent Systems: a Review · Marta P. Fernandes · 2019 · 330 citations · Cited by this paper
  22. Older people's and relatives’ experiences in acute care settings: Systematic review and synthesis of qualitative studies · Jackie Bridges · 2009 · 259 citations · Cited by this paper
  23. Primary Care Clinicians' Experiences With Treatment Decision Making for Older Persons With Multiple Conditions · Terri R. Fried · 2010 · 238 citations · Cited by this paper
  24. Beyond Manual Tuning of Hyperparameters · Frank Hutter · 2015 · 223 citations · Cited by this paper
  25. Fall Classification by Machine Learning Using Mobile Phones · Mark V. Albert · 2012 · 208 citations · Cited by this paper
  26. Models and Insights for Hospital Inpatient Operations: Time-Dependent ED Boarding Time · Pengyi Shi · 2015 · 189 citations · Cited by this paper
  27. Triage in the emergency department – a qualitative study of the factors which nurses consider when making decisions · Anna‐Karin Andersson · 2006 · 183 citations · Cited by this paper
  28. Operations research/management contributions to emergency department patient flow optimization: Review and research prospects · Soroush Saghafian · 2015 · 174 citations · Cited by this paper
  29. Cost Analysis of the Geriatric Resources for Assessment and Care of Elders Care Management Intervention · Steven R. Counsell · 2009 · 164 citations · Cited by this paper
  30. The Failure of Triage Criteria to Identify Geriatric Patients with Trauma · Susan P. Phillips · 1996 · 160 citations · Cited by this paper
  31. Waiting for scheduled services in Canada: development of priority‐setting scoring systems · Tom Noseworthy · 2003 · 159 citations · Cited by this paper
  32. AI in patient flow: applications of artificial intelligence to improve patient flow in NHS acute mental health inpatient units · Fatema Mustansir Dawoodbhoy · 2021 · 129 citations · Cited by this paper
  33. Collaborative goal setting with elderly patients with chronic disease or multimorbidity: a systematic review · Neeltje P. C. A. Vermunt · 2017 · 126 citations · Cited by this paper
  34. Complexity-Augmented Triage: A Tool for Improving Patient Safety and Operational Efficiency · Soroush Saghafian · 2014 · 125 citations · Cited by this paper
  35. Predicting 30-Day Readmissions With Preadmission Electronic Health Record Data · Efrat Shadmi · 2015 · 123 citations · Cited by this paper
  36. Medical emergency triage and patient prioritisation in a telemedicine environment: a systematic review · N. M. Napi · 2019 · 112 citations · Cited by this paper
  37. Two decades of blackbox optimization applications · Stéphane Alarie · 2021 · 104 citations · Cited by this paper
  38. Patient Prioritization in Emergency Department Triage Systems: An Empirical Study of the Canadian Triage and Acuity Scale (CTAS) · Yichuan Ding · 2019 · 99 citations · Cited by this paper
  39. Machine learning methods for detecting urinary tract infection and analysing daily living activities in people with dementia · Shirin Enshaeifar · 2019 · 98 citations · Cited by this paper

Source: OpenAlex (CC0)