Tehran University of Medical Sciences

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Faculty Members have conducted research related to the Lymphovascular Invasion Prediction in Lung Cancer Using Multi-Segmentation Pet Radiomics and Multi-Machine Learning Algorithms
Maryam Mohammadzadeh
Maryam Mohammadzadeh

Associate Professor of Radiology

Department Radiology

School of Medicine

Amir Alam Hospital

Tehran University of Medical Sciences

All Documents
1. Eltirads Framework for Thyroid Nodule Classification Integrating Elastography, Tirads, and Radiomics With Interpretable Machine Learning, Scientific Reports (2025)
2. The Effects of Cold Application on Internal and External Carotid Artery Flows: An Evaluation of Conventional Epistaxis Management, Indian Journal of Otolaryngology and Head and Neck Surgery (2025)
3. An International Study Presenting a Federated Learning Ai Platform for Pediatric Brain Tumors, Nature Communications (2024)
4. Balance Measures of Mini and Brief Balance Evaluation System Tests for Iranian Population, Journal of Preventive Medicine and Hygiene (2024)
5. Distribution and Prevalence of Refractive Error in Iranian Adult Population Results of the Persian Eye Cohort Study Pecs, Scientific Reports (2024)
6. Global Estimates on the Number of People Blind or Visually Impaired by Uncorrected Refractive Error: A Meta-Analysis From 2000 to 2020, Eye (Basingstoke) (2024)
7. Global Estimates on the Number of People Blind or Visually Impaired by Uncorrected Refractive Error: A Meta-Analysis From 2000 to 2020, Eye (Basingstoke) (2024)
8. Temporal Patterns of Cancer Burden in Asia, 1990–2019: A Systematic Examination for the Global Burden of Disease 2019 Study, The Lancet Regional Health - Southeast Asia (2024)
9. Temporal Patterns of Cancer Burden in Asia, 1990–2019: A Systematic Examination for the Global Burden of Disease 2019 Study, The Lancet Regional Health - Southeast Asia (2024)
10. Jugular Foramen Versus Hypoglossal Canal in Axial Ct Scan, BioMedicine (Taiwan) (2023)
11. Does Gadolinium Deposition Lead to Metabolite Alteration in the Dentate Nucleus? an Mrs Study in Patients With Ms, American Journal of Neuroradiology (2022)
12. Ectopic Intrathyroidal Thymic Tissue in an Adult Patient: A Case Report and Review of The Literature, Journal of Medical Case Reports (2022)
13. Machine Learning Approach to Differentiation of Peripheral Schwannomas and Neurofibromas: A Multi-Center Study, Neuro-Oncology (2022)
14. Normative Values of Functional Reach Test, Single-Leg Stance Test, and Timed “Up and Go” With and Without Dual-Task in Healthy Iranian Adults: A Cross-Sectional Study, Annals of Medicine and Surgery (2022)
15. Radiomics Can Distinguish Pediatric Supratentorial Embryonal Tumors, High-Grade Gliomas, and Ependymomas, American Journal of Neuroradiology (2022)
16. Assessing the Abilities of Senior Otolaryngology Residents and Graduated Otolaryngologists in Recognizing Skull Base Elements in Axial Ct Scan: Proposing a New Method for Differentiating Superior Orbital Fissure and Optic Canal, European Archives of Oto-Rhino-Laryngology (2021)
17. Association Between Iron Deposition in Splenic,Hepatic and Myocardial Tissues Assessed by T2*Relaxometry Technique, Caspian Journal of Internal Medicine (2021)
18. Bilateral Facial Nerve Schwannoma: A Case Report and Review of the Literature, Otorhinolaryngology Clinics (2021)
19. Comparison of Phase-Sensitive Inversion Recovery and Conventional Magnetic Resonance Imaging for Detection of Cortical Plaques in Ms Patients, Iranian Journal of Radiology (2021)
20. Deep Covid Detect: An International Experience on Covid-19 Lung Detection and Prognosis Using Chest Ct, npj Digital Medicine (2021)
21. Evaluation of the Effect of Multiple Linear Gadolinium-Based Contrast Agent Exposures on the Signal Intensity of the Dentate Nucleus in Multiple Sclerosis Patients, Iranian Journal of Radiology (2021)
22. Machine Assist for Pediatric Posterior Fossa Tumor Diagnosis: A Multinational Study, Neurosurgery (2021)
23. Resting-State Cardiac Magnetic Resonance Perfusion Imaging Accuracy in Diagnosing Patients With Coronary Artery Disease: A Comparison With Percutaneous Coronary Intervention, Iranian Heart Journal (2021)
24. A Multicenter Survey on the Trend of Chest Ct Scan Utilization: Tracing the First Footsteps of Covid-19 in Iran, Archives of Iranian Medicine (2020)
25. A Multicenter Survey on the Trend of Chest Ct Scan Utilization: Tracing the First Footsteps of Covid-19 in Iran, Archives of Iranian Medicine (2020)
26. Perfusion Computed Tomography Scan Imaging in Differentiation of Benign From Malignant Parotid Lesions, International Archives of Otorhinolaryngology (2020)
27. Association of Non-Alcoholic Fatty Liver Disease With Increased Carotid Intima-Media Thickness Considering Other Cardiovascular Risk Factors, Iranian Journal of Radiology (2019)
28. Coronary Ct Angiography and Dual-Energy Computed Tomography in Ischemic Heart Disease Suspected Patients, Archives of Iranian Medicine (2019)
29. Diagnostic Efficacy of Magnetic Resonance Imaging and Echocardiography in Diagnosis of Constrictive Pericarditis, International Cardiovascular Research Journal (2019)
30. Assessing the Relation of Epicardial Fat Thickness and Volume, Quantified by 256-Slice Computed Tomography Scan, With Coronary Artery Disease and Cardiovascular Risk Factors, Archives of Iranian medicine (2018)
31. Correlations of T2* Mapping With Delayed Gadolinium Enhancement in Magnetic Resonance Imaging of Chronic Myocardial Infarction, Iranian Journal of Radiology (2018)
32. Diagnostic Ability of 384-Slice Computed Tomographic Angiography in Prediction of Myocardial Ischemia in Patients With Myocardial Bridging (Mb) As Compared to Spect-Mpi Examination, Iranian Journal of Radiology (2018)
33. Diagnostic Efficacy of Coronary Artery Three-Dimensional Steady-State Free Precession Magnetic Resonance Angiography in Comparison With Invasive Coronary Angiography for Detecting Coronary Artery Disease, Archives of Iranian Medicine (2017)
34. Left Ventricle Segmentation Using a Combination of Region Growing and Graph Based Method, Iranian Journal of Radiology (2017)
35. Left Ventricle Segmentation Using a Combination of Region Growing and Graph Based Method, Iranian Journal of Radiology (2017)
36. Pretreatment Evaluation of Glioma, Neuroimaging Clinics of North America (2016)