Tehran University of Medical Sciences

Science Communicator Platform

Faculty Members have conducted research related to the Two-Level Breast Tumor Classification With Multi-View Imaging and Pathology-Aware Large Language Models: A Fuzzy Knn and Ensemble Learning Framework
Seyed Mohammad Ayyoubzadeh
Seyed Mohammad Ayyoubzadeh

Assistant Professor of Medical Informatics

Department Health Information Management

School of Allied Medical Sciences

Health Information Management Research Center

Tehran University of Medical Sciences

Related Documents
1. A Decision Support System for Mammography Reports Interpretation, Health Information Science and Systems (2020)
2. Prediction of Breast Cancer Using Machine Learning Approaches, Journal of Biomedical Physics and Engineering (2022)
All Documents
1. Global Burden of Lower Respiratory Infections and Aetiologies, 1990–2023: A Systematic Analysis for the Global Burden of Disease Study 2023, The Lancet Infectious Diseases (2026)
2. Global Burden of Lower Respiratory Infections and Aetiologies, 1990–2023: A Systematic Analysis for the Global Burden of Disease Study 2023, The Lancet Infectious Diseases (2026)
3. Global, Regional, and National Burden of Breast Cancer Among Females, 1990–2023, With Forecasts to 2050: A Systematic Analysis for the Global Burden of Disease Study 2023, The Lancet Oncology (2026)
4. Global, Regional, and National Burden of Breast Cancer Among Females, 1990–2023, With Forecasts to 2050: A Systematic Analysis for the Global Burden of Disease Study 2023, The Lancet Oncology (2026)
5. In Silico Discovery of Novel Small-Molecule Pd-L1 Inhibitors Through a Multi-Stage Computational Workflow Integrating Machine Learning and Molecular Dynamics, Journal of Computer-Aided Molecular Design (2026)
6. Predicting Triage Levels in Patients Presenting With Cardiac-Related Symptoms: A Comparison of Supervised Machine Learning Methods, BMC Emergency Medicine (2026)
7. Quantitative Analysis of Obesity Predictors: Evidence From the Ravansar Non-Communicable Disease (Rancd) Cohort Study, Primary Care Diabetes (2026)
8. A Review on Protein Corona Formation on Nanoparticles and Prediction of Its Composition Using Artificial Intelligence Tools, International Journal of Pharmaceutics (2025)
9. A Systematic Review and Comparative Evaluation to Develop and Validate a Comprehensive Framework for Cancer Surveillance Systems, Archives of Public Health (2025)
10. Ai Applications in Disaster Governance With Health Approach: A Scoping Review, Archives of Public Health (2025)
11. Artificial Intelligence in Drug Delivery System Development, Artificial Intelligence in Biomaterials Design and Development (2025)
12. Burden of 375 Diseases and Injuries, Risk-Attributable Burden of 88 Risk Factors, and Healthy Life Expectancy in 204 Countries and Territories, Including 660 Subnational Locations, 1990–2023: A Systematic Analysis for the Global Burden of Disease Study 2023, The Lancet (2025)
13. Burden of 375 Diseases and Injuries, Risk-Attributable Burden of 88 Risk Factors, and Healthy Life Expectancy in 204 Countries and Territories, Including 660 Subnational Locations, 1990–2023: A Systematic Analysis for the Global Burden of Disease Study 2023, The Lancet (2025)
14. Circulating Ccn6/Wisp3 in Type 2 Diabetes Mellitus Patients and Its Correlation With Insulin Resistance and Inflammation: Statistical and Machine Learning Analyses, BMC Medical Informatics and Decision Making (2025)
15. Comparison of Laboratory-Acquired Zif-8 Drug Delivery-Related Parameters With Literature-Based Data Via Machine Learning Tools, Materials Today Chemistry (2025)
16. Design, Development, and Evaluation of an Advanced Cancer Surveillance System, BMC Cancer (2025)
17. Developing a Minimum Data Set for the Musculoskeletal Physical Therapy Registry, Journal of Education and Health Promotion (2025)
18. Development and Evaluation of the Musculoskeletal Physical Therapy Registry in Iran: A Step Toward Enhanced Evidence-Based Practice, BMC Musculoskeletal Disorders (2025)
19. Extracellular Vesicles As Therapeutic Agents in Rheumatoid Arthritis: A Systematic Review of Current Evidence, Inflammopharmacology (2025)
20. Genetic Algorithm Optimization of Tree-Based Models to Predict Cargo- and Carrier-Related Factors Affecting Drug Release From Liposomes, Nanoscale (2025)
21. Global Age-Sex-Specific All-Cause Mortality and Life Expectancy Estimates for 204 Countries and Territories and 660 Subnational Locations, 1950–2023: A Demographic Analysis for the Global Burden of Disease Study 2023, The Lancet (2025)
22. Global Age-Sex-Specific All-Cause Mortality and Life Expectancy Estimates for 204 Countries and Territories and 660 Subnational Locations, 1950–2023: A Demographic Analysis for the Global Burden of Disease Study 2023, The Lancet (2025)
23. Global Burden of 292 Causes of Death in 204 Countries and Territories and 660 Subnational Locations, 1990–2023: A Systematic Analysis for the Global Burden of Disease Study 2023, The Lancet (2025)
24. Global Burden of 292 Causes of Death in 204 Countries and Territories and 660 Subnational Locations, 1990–2023: A Systematic Analysis for the Global Burden of Disease Study 2023, The Lancet (2025)
25. Leveraging Ensemble Machine Learning Models (Xgboost and Random Forest) and Genetic Algorithms to Predict Factors Contributing to the Liposomal Entrapment of Therapeutics, Nanoscale (2025)
26. Predicting Gestational Diabetes Mellitus in the First Trimester Using Machine Learning Algorithms: A Cross-Sectional Study at a Hospital Fertility Health Center in Iran, BMC Medical Informatics and Decision Making (2025)
27. Spatiotemporal Analysis of Gastric Cancer Incidence in Iran From 2014 to 2018: A Geospatial Epidemiological Study, BMC Public Health (2025)
28. The Global, Regional, and National Burden of Cancer, 1990–2023, With Forecasts to 2050: A Systematic Analysis for the Global Burden of Disease Study 2023, The Lancet (2025)
29. The Global, Regional, and National Burden of Cancer, 1990–2023, With Forecasts to 2050: A Systematic Analysis for the Global Burden of Disease Study 2023, The Lancet (2025)
30. A Mobile Application for Postoperative Education of Caregivers of Children With Congenital Hypospadias: Requirement Analysis, Health Science Reports (2024)
31. A Systematic Review of Earthquake Early Warning (Eew) Systems Based on Artificial Intelligence, Earth Science Informatics (2024)
32. Artificial Intelligence in Nanotechnology for Treatment of Diseases, Journal of Drug Targeting (2024)
33. Burden of Disease Scenarios by State in the Usa, 2022–50: A Forecasting Analysis for the Global Burden of Disease Study 2021, The Lancet (2024)
34. Burden of Disease Scenarios by State in the Usa, 2022–50: A Forecasting Analysis for the Global Burden of Disease Study 2021, The Lancet (2024)
35. Ccn5/Wisp2 Serum Levels in Patients With Coronary Artery Disease and Type 2 Diabetes and Its Correlation With Inflammation and Insulin Resistance; a Machine Learning Approach, Biochemistry and Biophysics Reports (2024)
36. Drug Delivery System Tailoring Via Metal-Organic Framework Property Prediction Using Machine Learning: A Disregarded Approach, Materials Today Communications (2024)
37. Global Age-Sex-Specific Mortality, Life Expectancy, and Population Estimates in 204 Countries and Territories and 811 Subnational Locations, 1950–2021, and the Impact of the Covid-19 Pandemic: A Comprehensive Demographic Analysis for the Global Burden of Disease Study 2021, The Lancet (2024)
38. Global Age-Sex-Specific Mortality, Life Expectancy, and Population Estimates in 204 Countries and Territories and 811 Subnational Locations, 1950–2021, and the Impact of the Covid-19 Pandemic: A Comprehensive Demographic Analysis for the Global Burden of Disease Study 2021, The Lancet (2024)
39. Global Burden of 288 Causes of Death and Life Expectancy Decomposition in 204 Countries and Territories and 811 Subnational Locations, 1990–2021: A Systematic Analysis for the Global Burden of Disease Study 2021, The Lancet (2024)
40. Global Burden of 288 Causes of Death and Life Expectancy Decomposition in 204 Countries and Territories and 811 Subnational Locations, 1990–2021: A Systematic Analysis for the Global Burden of Disease Study 2021, The Lancet (2024)
41. Global Fertility in 204 Countries and Territories, 1950–2021, With Forecasts to 2100: A Comprehensive Demographic Analysis for the Global Burden of Disease Study 2021, The Lancet (2024)
42. Global Fertility in 204 Countries and Territories, 1950–2021, With Forecasts to 2100: A Comprehensive Demographic Analysis for the Global Burden of Disease Study 2021, The Lancet (2024)
43. Global, Regional, and National Burden of Disorders Affecting the Nervous System, 1990–2021: A Systematic Analysis for the Global Burden of Disease Study 2021, The Lancet Neurology (2024)
44. Global, Regional, and National Stillbirths at 20 Weeks' Gestation or Longer in 204 Countries and Territories, 1990–2021: Findings From the Global Burden of Disease Study 2021, The Lancet (2024)
45. Global, Regional, and National Stillbirths at 20 Weeks' Gestation or Longer in 204 Countries and Territories, 1990–2021: Findings From the Global Burden of Disease Study 2021, The Lancet (2024)
46. Machine Learning Approaches for Recognition and Classification of Nanomaterial Morphology, Materials Today Communications (2024)
47. Machine Learning-Assisted Rheumatoid Arthritis Formulations: A Review on Smart Pharmaceutical Design, Materials Today Communications (2024)
48. Physical Therapy Registries Worldwide: A Systematic Review, Health Science Reports (2024)
49. Practical Evaluation of Chatgpt Performance for Radiology Report Generation, Academic Radiology (2024)
50. Predicting Pharmacokinetics of Drugs Using Artificial Intelligence Tools: A Systematic Review, European Journal of Drug Metabolism and Pharmacokinetics (2024)
51. Prediction of Ovarian Cancer Using Artificial Intelligence Tools, Health Science Reports (2024)
52. Toxicity Prediction of Nanoparticles Using Machine Learning Approaches, Toxicology (2024)
53. Discovering Associations Between Radiological Features and Covid-19 Patients' Deterioration, Health Science Reports (2023)
54. Evaluation of Overweight Control Applications With Cognitive-Behavioral Therapy Approach: A Systematic Review, Health Science Reports (2023)
55. Exploring the Geospatial Epidemiology of Breast Cancer in Iran: Identifying Significant Risk Factors and Spatial Patterns for Evidence-Based Prevention Strategies, BMC Cancer (2023)
56. Mobile Health Applications for Children's Oral Health Improvement: A Systematic Review, Informatics in Medicine Unlocked (2023)
57. Predicting the Mortality of Patients With Covid-19 a Machine Learning Approach: Correspondence, Health Science Reports (2023)
58. Predicting the Toxicity of Nanoparticles Using Artificial Intelligence Tools: A Systematic Review, Nanotoxicology (2023)
59. Prognosis of Covid-19 Patients Using Lab Tests: A Data Mining Approach, Health Science Reports (2023)
60. Remote Monitoring of Colorectal Cancer Survivors Using a Smartphone App and Internet of Things–Based Device: Development and Usability Study, JMIR Cancer (2023)
61. Synthesis and Radiolabeling of Glu-Urea-Lys With 99Mtc-Tricarbonyl-Imidazole-Bathophenanthroline Disulfonate Chelation System and Biological Evaluation As Prostate-Specific Membrane Antigen Inhibitor, Cancer Biotherapy and Radiopharmaceuticals (2023)
62. The Role of Hand Fingerprints on Predisposition of Cancer Development, Heliyon (2023)
63. A Smartphone Remote Monitoring App to Follow up Colorectal Cancer Survivors: Requirement Analysis, JMIR Cancer (2022)
64. Digital Health Tools for Prenatal Care in Covid-19 Pandemic, Journal of Obstetrics# Gynecology and Cancer Research (2022)
65. Internet of Things and Healthcare System: A Systematic Review of Ethical Issues, Health Science Reports (2022)
66. Persian Mobile Health Applications for Covid-19: A Use Case-Based Study, Journal of Education and Health Promotion (2022)
67. Persian Mobile Health Applications for Covid-19: A Use Case-Based Study, Journal of Education and Health Promotion (2022)
68. Prediction of Breast Cancer Using Machine Learning Approaches, Journal of Biomedical Physics and Engineering (2022)
69. Prediction of Covid-19 Patients’ Survival by Deep Learning Approaches, Medical Journal of the Islamic Republic of Iran (2022)
70. Requirement Analysis of Mhealth App for Pregnancy Care and a Framework Suggestion for Evaluating Pregnancy Mobile Apps, Journal of Obstetrics# Gynecology and Cancer Research (2022)
71. A Systematic Review of Decision Aids for Mammography Screening: Focus on Outcomes and Characteristics, International Journal of Medical Informatics (2021)
72. An Investigation of Affecting Factors on Mof Characteristics for Biomedical Applications: A Systematic Review, Heliyon (2021)
73. Classification of Chest Radiology Images in Order to Identify Patients With Covid-19 Using Deep Learning Techniques, Journal of Payavard Salamat (2021)
74. Controllable Synthesis of Polymeric Micelles by Microfluidic Platforms for Biomedical Applications: A Systematic Review, Iranian Journal of Pharmaceutical Research (2021)
75. E-Booking Websites in Iranian Public Clinics: A Step Toward Health Equity, Shiraz E Medical Journal (2021)
76. Early Breast Cancer Prediction Using Dermatoglyphics: Data Mining Pilot Study in a General Hospital in Iran, Health Education and Health Promotion (2021)
77. Mobile Health Technology and Healthcare Providers: Systemic Barriers to Adoption, Healthcare Informatics Research (2021)
78. A Decision Support System for Mammography Reports Interpretation, Health Information Science and Systems (2020)
79. A Study of Factors Related to Patients’ Length of Stay Using Data Mining Techniques in a General Hospital in Southern Iran, Health Information Science and Systems (2020)
80. Challenges and Practical Considerations in Applying Virtual Reality in Medical Education and Treatment, Oman Medical Journal (2020)
81. Predicting Covid-19 Incidence Through Analysis of Google Trends Data in Iran: Data Mining and Deep Learning Pilot Study, JMIR Public Health and Surveillance (2020)
82. Supporting Colorectal Cancer Survivors Using Ehealth: A Systematic Review and Framework Suggestion, Supportive Care in Cancer (2020)
83. Study of Challenges to Utilise Mobile-Based Health Care Monitoring Systems: A Descriptive Literature Review, Journal of Telemedicine and Telecare (2018)