Tehran University of Medical Sciences

Science Communicator Platform

Faculty Members have conducted research related to the Explainable Artificial Intelligence in Icu Admission Prediction for Methanol Poisoning Patients: A Comparative Study of Deep and Machine Learning Models
Niloofar Mohammadzadeh
Niloofar Mohammadzadeh

Associate Professor of Health Information Management

Department Health Information Management

School of Allied Medical Sciences

Tehran University of Medical Sciences

All Documents
1. Applications of Machine Learning in Noninvasive Anemia Diagnosis: A Systematic Review Based on Cross-Industry Standard Process for Data Mining, Health Science Reports (2026)
2. Case-Based Reasoning: An Applied Technique for Designing Intelligent System for the Differential Diagnosis of Oral Diseases; [استدلال مبتنی بر مورد: تکنیک کاربردی در طراحی سیستم هوشمند در تشخیص افتراقی بیماری های دهان Words:], Journal of Payavard Salamat (2026)
3. Evaluation of Fatty Liver Disease Self-Care Applications: A Systematic Review and Evaluation of Apps Using the Mobile Application Rating Scale (Mars), BMC Gastroenterology (2026)
4. Determining the Minimum Data Set of the Tuberculosis Information Management System, Journal of Education and Health Promotion (2025)
5. Identifying Influential Theories in Human–Computer Interaction Within Health Informatics: A Systematic Review, Health Science Reports (2025)
6. Promoting Interoperability Program in Electronic Health Record Roadmap: A Scoping Review Study; برنامه ی بهبود تعامل پذیری در نقش هی راه پرونده الکترونیک سلامت: یک مطالعه ی مرور دامنه, Journal of Payavard Salamat (2025)
7. A Mobile Application for Postoperative Education of Caregivers of Children With Congenital Hypospadias: Requirement Analysis, Health Science Reports (2024)
8. Individualized Self-Care Training Systems for Type 2 Diabetes Patients: A Systematic Review on Characteristics of Randomized Controlled Trials (Rcts), Universal Access in the Information Society (2024)
9. Key Data Elements to Design Self-Care Mobile-Based Application for Hemophilia, Frontiers in Health Informatics (2024)
10. Correction To: The Effect of Personalized Intelligent Digital Systems for Self‑Care Training on Type Ii Diabetes: A Systematic Review and Meta‑Analysis of Clinical Trials (Acta Diabetologica, (2023), 60, 12, (1599-1631), 10.1007/S00592-023-02133-9), Acta Diabetologica (2023)
11. Evaluation Methods in Clinical Health Technologies: A Systematic Review, Iranian Journal of Public Health (2023)
12. Evaluation of Overweight Control Applications With Cognitive-Behavioral Therapy Approach: A Systematic Review, Health Science Reports (2023)
13. Mobile Health Applications for Children's Oral Health Improvement: A Systematic Review, Informatics in Medicine Unlocked (2023)
14. Predicting the Toxicity of Nanoparticles Using Artificial Intelligence Tools: A Systematic Review, Nanotoxicology (2023)
15. Remote Monitoring of Colorectal Cancer Survivors Using a Smartphone App and Internet of Things–Based Device: Development and Usability Study, JMIR Cancer (2023)
16. Requirements, Challenges, and Key Components to Improve Onboard Medical Care Using Maritime Telemedicine: Narrative Review, International Journal of Telemedicine and Applications (2023)
17. Self-Care Application for Rheumatoid Arthritis: Identifying Key Data Elements, Frontiers in Health Informatics (2023)
18. Telemedicine for Patient Management in Remote Areas and Underserved Populations, Disaster Medicine and Public Health Preparedness (2023)
19. The Application of Wearable Smart Sensors for Monitoring the Vital Signs of Patients in Epidemics: A Systematic Literature Review, Journal of Ambient Intelligence and Humanized Computing (2023)
20. The Effect of Personalized Intelligent Digital Systems for Self-Care Training on Type Ii Diabetes: A Systematic Review and Meta-Analysis of Clinical Trials, Acta Diabetologica (2023)
21. A Smartphone Remote Monitoring App to Follow up Colorectal Cancer Survivors: Requirement Analysis, JMIR Cancer (2022)
22. A Systematic Review of the Predicted Outcomes Related to Hematopoietic Stem Cell Transplantation: Focus on Applied Machine Learning Methods’ Performance, Expert Review of Hematology (2022)
23. Data Elements for Screening Major Depression in Ages 10 to 25 Using a Clinical Decision Support System, Journal of Payavard Salamat (2022)
24. Design and Evaluation of Mobile Application to Control Overweight With Cognitive Behavioral Therapy Approach, Journal of Payavard Salamat (2022)
25. Developing Aysoo: A Mobile-Based Self-Management Application for People Living With Hiv, HIV and AIDS Review (2022)
26. Telecardiology Interventions for Patients With Cardiovascular Disease: A Systematic Review on Characteristics and Effects, International Journal of Medical Informatics (2022)
27. Telemedicine and Natural Disasters: Various Services, Re-Quirements, Challenges, and General Framework, Frontiers in Emergency Medicine (2022)
28. Design and Evaluation of a Wearable Smart Blanket System for Monitoring Vital Signs of Patients in an Ambulance, Journal of Sensors (2021)
29. Evaluation of M-Health Applications Use in Epilepsy: A Systematic Review, Iranian Journal of Public Health (2021)
30. Modeling, Designing and Evaluating a Social Network in the Field of Health, Journal of Payavard Salamat (2021)
31. Prediction of Sepsis Due to Acinetobacter Infection in Neonates Admitted to Nicu (Neonatal Intensive Care Unit), Journal of Payavard Salamat (2021)
32. Timely Diagnosis of Acute Lymphoblastic Leukemia Using Artificial Intelligence-Oriented Deep Learning Methods, Computational Intelligence and Neuroscience (2021)
33. Challenges and Practical Considerations in Applying Virtual Reality in Medical Education and Treatment, Oman Medical Journal (2020)
34. Identifying the Essential Components of Designing a Self-Care Application for Female With Pelvic Floor Disorders, Journal of Payavard Salamat (2020)
35. Management of the Essential Data Element in the Differential Diagnosis of Oral Medicine: An Effective Step in Promoting Oral Health, Journal of Education and Health Promotion (2020)
36. Requirements of the National Multiple Sclerosis Disease Registry System: A Review of Experiences; [Ulusal Multipl Skleroz Hastaligi Kayit Sisteminin Gereklilikleri: Deneyimlerin Gozden Gecirilmesi], Gazi Medical Journal (2020)
37. Supporting Colorectal Cancer Survivors Using Ehealth: A Systematic Review and Framework Suggestion, Supportive Care in Cancer (2020)
38. Design of Infertility Monitoring System: Minimum Data Set Approach, Journal of Medicine and Life (2019)
39. Developing a New Intelligent System for the Diagnosis of Oral Medicine With Case-Based Reasoning Approach, Oral Diseases (2019)
40. Exploring and Prioritization of Mobile-Based Self-Management Strategies for Hiv Care, Infectious Disorders - Drug Targets (2019)
41. Factors Affecting Telemedicine Acceptance in Patients With Parkinson's Disease, Frontiers in Health Informatics (2019)
42. Questionnaire Development and Validation for Designing a Health Telemonitoring System for Frail Elderly People, Digital Health (2019)
43. Requirement Specification and Modeling a Wearable Smart Blanket System for Monitoring Patients in Ambulance, Journal of Medical Signals and Sensors (2019)
44. Developing a Minimum Data Set (Mds) for Cardiac Electronic Implantable Devices Implantation, Acta Informatica Medica (2018)
45. Development of Hospital-Based Data Sets As a Vehicle for Implementation of a National Electronic Health Record, Perspectives in health information management (2018)
46. Identifying and Validating Requirements of a Mobile-Based Self-Management System for People Living With Hiv, Studies in Health Technology and Informatics (2018)
47. Mobile-Based Applications and Functionalities for Self-Management of People Living Ith Hiv, Studies in Health Technology and Informatics (2018)
48. National Minimum Data Set for Antimicrobial Resistance Management: Toward Global Surveillance System, Iranian Journal of Medical Sciences (2018)
49. Chronic Heart Failure Follow-Up Management Based on Agent Technology, Healthcare Informatics Research (2015)