Tehran University of Medical Sciences

Science Communicator Platform

Faculty Members have conducted research related to the Systematic Review of Transformers, Graph Neural Networks, and Federated Learning in Oncology: Applications, Challenges, and Pathways to Clinical Translation
Hanieh Radkhah

Assistant Professor of Internal Medicine

Department Internal Medicine

School of Medicine

Sina Hospital

Tehran University of Medical Sciences

All Documents
1. Association of Vdr Gene Polymorphisms With Prediabetes and Type 2 Diabetes Mellitus in a Sample of the Iranian Population, PLOS ONE (2026)
2. Comparison of Fasting and Nonfasting Regimens Outcomes Before Catheterization Laboratory Procedures: A Systematic Review and Meta-Analysis, Critical Pathways in Cardiology (2026)
3. The Role of Cardiac Positron Emission Tomography in Prediction of Atrial Fibrillation Rhythm: A Systematic Review and Meta-Analysis, Heart and Lung (2026)
4. Association Between Triglyceride-Glucose Index and Breast Cancer: A Systematic Review and Meta-Analysis, Cancer Reports (2025)
5. Correction To: Predictive Value of Complete Blood Count (Cbc)-Derived Indices—C-Reactive-Protein-Albumin-Lymphocyte Index (Cally), Glucose-To-Lymphocyte Ratio (Glr), Prognostic Nutritional Index (Pni), Hemoglobin, Albumin, Lymphocyte, Platelet (Halp), and Controlling Nutritional Status (Count)—On Body Composition Changes After Bariatric Surgery (Obesity Surgery, (2025), 35, 2, (544-555), 10.1007/S11695-024-07643-1), Obesity Surgery (2025)
6. Diagnostic Value of Peripheral Blood Inflammatory Indices for Breast Cancer Grade and Immunohistochemical Markers: A Retrospective Observational Study, BMC Cancer (2025)
7. Diagnostic Value of Peripheral Blood Inflammatory Indices for Clinicopathological Profile of Colorectal Cancer: A Retrospective Observational Study, BMC Gastroenterology (2025)
8. Estimated Glucose Disposal Rate and Microvascular Complications of Diabetes Mellitus Type I: A Systematic Review and Meta-Analysis, Diabetes and Vascular Disease Research (2025)
9. Linking Estimated Glucose Disposal Rate to Major Adverse Cardio-Cerebrovascular Events in Populations With and Without Diabetes: A Systematic Review and Meta-Analysis, Clinical Medicine Insights: Endocrinology and Diabetes (2025)
10. Lung Cancer Management: Revolutionizing Patient Outcomes Through Machine Learning and Artificial Intelligence, Cancer Reports (2025)
11. Novel Lipid Biomarkers and Microvascular Complications in Patients With Diabetes Mellitus: A Systematic Review and Meta-Analysis, Clinical Medicine Insights: Endocrinology and Diabetes (2025)
12. Predictive Potential of Pre-Procedural Cardiac and Inflammatory Biomarkers Regarding Mortality Following Transcatheter Aortic Valve Implantation: A Systematic Review and Meta-Analysis, Heart and Lung (2025)
13. Predictive Value of Complete Blood Count (Cbc)-Derived Indices—C-Reactive-Protein-Albumin-Lymphocyte Index (Cally), Glucose-To-Lymphocyte Ratio (Glr), Prognostic Nutritional Index (Pni), Hemoglobin, Albumin, Lymphocyte, Platelet (Halp), and Controlling Nutritional Status (Count)—On Body Composition Changes After Bariatric Surgery, Obesity Surgery (2025)
14. Prognostic Value of Inflammatory Markers Including Neutrophil to Lymphocyte Ratio, Platelet to Lymphocyte Ratio, Mean Platelet Volume, Platelet Distribution Width, and Red Blood Cell Distribution Width in Viral Hepatitis: A Systematic Review and Meta-Analysis, Journal of Clinical Virology Plus (2025)
15. The Impact of Glucagon-Like Peptide-1 (Glp-1) Agonists in the Treatment of Eating Disorders: A Systematic Review and Meta-Analysis, Eating and Weight Disorders (2025)
16. The Role of Glucagon-Like Peptide-1 Receptor Agonists in Weight Regain Treatment or Prevention After Bariatric Surgery: A Systematic Review and Meta-Analysis, Eating and Weight Disorders (2025)
17. Waist Circumference and Body Surface Area and the Risk of Developing New-Onset Atrial Fibrillation: A Systematic Review and Meta-Analysis of Observational Studies, Heart and Lung (2025)
18. Anosmia or Ageusia Following Covid-19 Vaccination: A Systematic Review, Ear# Nose and Throat Journal (2024)
19. Periprocedural Changes of Serum Biomarkers in Predicting Complications Following Bariatric Surgery for Obesity: Systematic Review and Meta-Analysis, Obesity Surgery (2024)
20. Serpentine Supravenous Hyperpigmentation, a Phenomenon Following the Administration of Chemotherapeutic Agents: A Systematic Review, Health Science Reports (2024)
21. Predictive Value of Hematological Indices on Incidence and Severity of Pulmonary Embolism in Covid-19 Patients, Immunity# Inflammation and Disease (2023)
22. Thrombotic Thrombocytopenic Purpura Following Chadox1 Ncov-19 Vaccination: A Case Report, IDCases (2023)