Tehran University of Medical Sciences

Science Communicator Platform

Faculty Members have conducted research related to the Machine Learning Models for Predicting the Need for Early Packed Red Blood Cell Transfusion in Multiple Trauma Patients
Zahra Azadmanjir
Zahra Azadmanjir

Assistant Professor of Health Information Management

Department Health Information Management

School of Allied Medical Sciences

Tehran University of Medical Sciences

All Documents
1. Development of a Neural Network System for Predicting In-Hospital Pressure Ulcers in Spinal Trauma Patients, Informatics in Medicine Unlocked (2026)
2. Pre-Hospital and Post-Hospital Quality of Care in Traumatic Spinal Column and Cord Injuries in Iran, Global Spine Journal (2025)
3. A Study on Initial Productivity Trend in the Transition of the Icd-10 to Icd-11 Morbidity Coding in Iran, Informatics in Medicine Unlocked (2024)
4. Comparison of Traumatic Spinal Fracture Patterns Between Motorcyclists and Occupants of Other Nonheavy Motor Vehicles: A Report From the National Spinal Cord and Column Injury Registry of Iran, World Neurosurgery (2024)
5. Data Consistency of Two National Registries in Iran: A Preliminary Assessment to Health Information Exchange, Archives of Iranian Medicine (2024)
6. Improving Quality of Care in Traumatic Spinal Column/Spinal Cord Injuries (Tsc/Sci) in Iran: A Policy Brief, Spinal Cord Series and Cases (2024)
7. Letter to the Editor of Heliyon: Development of Minimum Data Set and Dashboard for Monitoring Adverse Events in Radiology Departments. Heliyon. 2024;10(9): E30054, Heliyon (2024)
8. Post-Discharge Follow-Up of Patients With Spine Trauma in the National Spinal Cord Injury Registry of Iran During the Covid-19 Pandemic: Challenges and Lessons Learned, Chinese Journal of Traumatology - English Edition (2024)
9. Quality of In-Hospital Care in Traumatic Spinal Column and Cord Injuries (Tsc/Sci) in I.R Iran, European Spine Journal (2024)
10. The Design of a Quality Improvement Dashboard for Monitoring Spinal Cord and Column Injuries, Informatics in Medicine Unlocked (2024)
11. Comparison of the Accuracy of Inpatient Morbidity Coding With Icd-11 and Icd-10, Health Information Management Journal (2023)
12. Correction To: Development of a Comprehensive Assessment Tool to Measure the Quality of Care for Individuals With Traumatic Spinal Cord Injuries (Spinal Cord Series and Cases, (2023), 9, 1, (12), 10.1038/S41394-023-00569-3), Spinal Cord Series and Cases (2023)
13. Development of a Comprehensive Assessment Tool to Measure the Quality of Care for Individuals With Traumatic Spinal Cord Injuries, Spinal Cord Series and Cases (2023)
14. Pre-Hospital and Post-Hospital Quality of Care in Traumatic Spinal Column and Cord Injuries in Iran, Global Spine Journal (2023)
15. How Can Policymakers Be Encouraged to Support People With Spinal Cord Injury—Scoping Review, Global Spine Journal (2022)
16. Injury Burden in Individuals Aged 50 Years or Older in the Eastern Mediterranean Region, 1990–2019: A Systematic Analysis From the Global Burden of Disease Study 2019, The Lancet Healthy Longevity (2022)
17. Injury Burden in Individuals Aged 50 Years or Older in the Eastern Mediterranean Region, 1990–2019: A Systematic Analysis From the Global Burden of Disease Study 2019, The Lancet Healthy Longevity (2022)
18. Evaluation of the Implementation of International Classification of Diseases, 11Th Revision for Morbidity Coding: Rationale and Study Protocol, Informatics in Medicine Unlocked (2021)
19. Reasons for Delayed Spinal Cord Decompression in Individuals With Traumatic Spinal Cord Injuries in Iran: A Qualitative Study From the Perspective of Neurosurgeons, Chinese Journal of Traumatology - English Edition (2021)
20. The Impact of Data Quality Assurance and Control Solutions on the Completeness, Accuracy, and Consistency of Data in a National Spinal Cord Injury Registry of Iran (Nscir-Ir), Spinal Cord Series and Cases (2021)
21. Sustaining the National Spinal Cord Injury Registry of Iran (Nscir-Ir) in a Regional Center: Challenges and Solutions, Iranian Journal of Public Health (2020)
22. The Data Set Development for the National Spinal Cord Injury Registry of Iran (Nscir-Ir): Progress Toward Improving the Quality of Care, Spinal cord series and cases (2020)
23. National Spinal Cord Injury Registry of Iran (Nscir-Ir) – a Critical Appraisal of Its Strengths and Weaknesses, Chinese Journal of Traumatology - English Edition (2019)
24. A Three-Phase Decision Model of Computer-Aided Coding for the Iranian Classification of Health Interventions (Irchi), Acta Informatica Medica (2017)
25. Feasibility and Data Quality of the National Spinal Cord Injury Registry of Iran (Nscir-Ir): A Pilot Study, Archives of Iranian Medicine (2017)
26. A Map for Clinical Laboratories Management Indicators in the Intelligent Dashboard, Acta Informatica Medica (2015)
27. Advances in Optimal Detection of Cancer by Image Processing; Experience With Lung and Breast Cancers, Asian Pacific Journal of Cancer Prevention (2015)
28. From Self-Care for Healthy People to Self-Management for Cancer Patients With Cancer Portals, Asian Pacific Journal of Cancer Prevention (2015)
29. Prevention and Early Detection of Occupational Cancers - a View of Information Technology Solutions, Asian Pacific Journal of Cancer Prevention (2015)