Tehran University of Medical Sciences

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Faculty Members have conducted research related to the Eltirads Framework for Thyroid Nodule Classification Integrating Elastography, Tirads, and Radiomics With Interpretable Machine Learning
Mahbobeh Hemmatabadi
Mahbobeh Hemmatabadi

Associate Professor of Endocrinology & Metabolism

Department Internal Medicine

School of Medicine

Vali Asr Hospital

Tehran University of Medical Sciences

All Documents
1. Correction To: Prediction of Thyroid Malignancy Risk Using Clinical and Ultrasonography Features and a Machine Learning Approach (European Radiology, (2025), 10.1007/S00330-025-11434-2), European Radiology (2025)
2. Efficacy of Frequency Rhythmic Electrical Modulated System (Frems) in the Treatment of Diabetic Neuropathy: A Systematic Review and Meta-Analysis of Randomized Controlled Trials, Diabetes and Metabolic Syndrome: Clinical Research and Reviews (2025)
3. Evaluation of Bone Mineral Density and Its Influencing Factors in Patients Infected With Hiv Under Antiretroviral Therapy, BMC Infectious Diseases (2025)
4. Prediction of Thyroid Malignancy Risk Using Clinical and Ultrasonography Features and a Machine Learning Approach, European Radiology (2025)
5. Design and Implementation of a National Quality Registry of Thyroid Cancer in Iran: Study Protocol, Journal of Diabetes and Metabolic Disorders (2023)
6. Development and Validation of a Risk Score for Diabetic Kidney Disease Prediction in Type 2 Diabetes Patients: A Machine Learning Approach, Journal of Endocrinological Investigation (2023)
7. Effect of Juglans Regia L. Ridge on Blood Lipids in Type 2 Diabetic Patients With Dyslipidemia: A Double-Blind Placebo-Controlled Randomized Clinical Trial, Pharmaceutical Sciences (2023)
8. The Approach of Iranian Clinical Pharmacists in the Treatment of Dyslipidemia Based on International Guidelines, Journal of Cardiovascular and Thoracic Research (2023)
9. The Hypoglycemic Effects of Juglans Regia L. Internal Septum in Type 2 Diabetic Patients: A Double-Blind, Randomized, Placebo-Controlled Clinical Trial, Journal of Cardiovascular and Thoracic Research (2023)
10. Diabetes-Related Distress and Its Association With the Complications of Diabetes in Iran, Journal of Diabetes and Metabolic Disorders (2022)
11. Microbiome Alterations in Women With Gestational Diabetes Mellitus and Their Offspring: A Systematic Review, Frontiers in Endocrinology (2022)
12. Predicting Diabetic Nephropathy in Type 2 Diabetic Patients Using Machine Learning Algorithms, Journal of Diabetes and Metabolic Disorders (2022)
13. Preventive Effect of Probiotics Supplementation on Occurrence of Gestational Diabetes Mellitus: A Systematic Review and Meta-Analysis of Randomized Controlled Trials, Frontiers in Medicine (2022)
14. Serum Prooxidant-Antioxidant Balance and Hs-Crp in Patients With Clinical and Subclinical Hypothyroidism, International Journal of Preventive Medicine (2022)
15. The Association Between Advanced Glycation End Products (Ages) and Abc (Hemoglobin A1c, Blood Pressure, and Low-Density Lipoprotein Cholesterol) Control Parameters Among Patients With Type 2 Diabetes Mellitus, Diabetology and Metabolic Syndrome (2022)
16. Comparison of Mental Health and Quality of Life in Euthyroid Patients Under Levothyroxine Mono-Therapy Based on the Causes of Hypothyroidism; [Levotiroksin Monoterapisi Alan Otiroid Hastalarda Ruh Sagligi Ve Yasam Kalitesinin Hipotiroidi Nedenlerine Gore Karsilastirilmasi], Turkish Journal of Endocrinology and Metabolism (2021)
17. Correlates of Recurrence-Free Survival in Papillary Thyroid Carcinoma: A Cohort Study in an Iranian Population; [Papiller Tiroid Karsinomunda Nukssuz Sagkalim Ile Iliskili Faktorler: Iran Populasyonunda Bir Kohort Calismasi], Turkish Journal of Endocrinology and Metabolism (2021)
18. Erdheim-Chester Disease With Long-Standing Diabetes Insipidus and Generalized Edema, Clinical Case Reports (2021)
19. The Frequency of Cd4+ T Cells in Women With Hashimoto's Thyroiditis, International Journal of Endocrinology and Metabolism (2021)
20. Toxic Multi Nodular Goiter and Struma Ovarii Coexistence: Report of a Rare Case; [Toksik Multinoduler Guatr Ve Struma Ovarii Birlikteligi: Nadir Bir Olgu Sunumu], Turkish Journal of Endocrinology and Metabolism (2021)
21. Comparison of Triiodothyronine Level in Patients Treated With Levothyroxine for Different Causes of Hypothyroidism; [Farkli Hipotiroidizm Nedenleri Dolayisiyla Levotiroksin Ile Tedavi Edilen Hastalarda Triiyodotironin Seviyesinin Karsilastirilmasi], Turkish Journal of Endocrinology and Metabolism (2020)
22. Pretreatment Serum Gh Levels and Cardio-Metabolic Comorbidities in Acromegaly; Analysis of Data From Iran Pituitary Tumor Registry, Journal of Diabetes and Metabolic Disorders (2020)
23. Effects of Vitamin D Supplements on Frequency of Cd4+ T-Cell Subsets in Women With Hashimoto’S Thyroiditis: A Double-Blind Placebo-Controlled Study, European Journal of Clinical Nutrition (2019)
24. Association Between Fibromyalgia and Autoimmune Thyroid Disease, Kuwait Medical Journal (2018)
25. Gestational Diabetes Mellitus Its Association With Obesity: A Prospective Cohort Study, Eating and Weight Disorders (2017)
26. The Prevalence of Metabolic Syndrome and Different Obesity Phenotype in Iranian Male Military Personnel, American Journal of Men's Health (2017)
27. The Effect of Vitamin D on Primary Dysmenorrhea With Vitamin D Deficiency: A Randomized Double-Blind Controlled Clinical Trial, Gynecological Endocrinology (2016)