Tehran University of Medical Sciences

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Faculty Members have conducted research related to the Transfer Learning From Non-Medical Images to Medical Images Using Deep Learning Algorithms
Nahid Sadighi
Nahid Sadighi

Professor of Radiology

Department Radiology

School of Medicine

Imam Khomeini Hospital Complex

Advanced Diagnostic and Interventional Radiology Research Cente

Tehran University of Medical Sciences

All Documents
1. Sonographic Correlations With Histological Grade and Biomarker Profiles in Breast Invasive Ductal Carcinoma, Cancer Reports (2025)
2. Neutrophil-To-Lymphocyte Ratio As an Index of Treatment Response to Trans-Arterial Chemoembolization in Hepatocellular Carcinoma, Gastroenterology and Hepatology from Bed to Bench (2024)
3. Abbreviated Breast Mri for Evaluating Breast Cancer Before Initiation of Neoadjuvant Chemotherapy: A Cross-Sectional Study, European Journal of Radiology Open (2023)
4. Enhanced Myometrial Vascularity and Avm: A Review on Diagnosis and Management, Journal of Clinical Ultrasound (2023)
5. Extramedullary Hematopoiesis (Emh) in the Liver Allograft Presenting With a Mass-Like Lesion, Radiology Case Reports (2023)
6. Prediction of In-Hospital Outcomes in Patients With Traumatic Brain Injury Using Computed Tomographic Scoring Systems: A Comparison Between Marshall, Rotterdam, and Neuroimaging Radiological Interpretation Systems, World Neurosurgery (2023)
7. Deep Learning-Based Automatic Detection of Tuberculosis Disease in Chest X-Ray Images, Polish Journal of Radiology (2022)
8. Diagnostic Accuracy of Transvaginal Sonography for Deeply Infiltrating Endometriosis and Pouch of Douglas Obliteration in the Presence or Absence of Ovarian Endometrioma, Iranian Journal of Radiology (2022)
9. Diagnostic Approach to Developing Asymmetry in Opportunist Screening Mammography; Correlation of Ultrasound, Magnetic Resonance Imaging, and Histopathologic Findings With Developing Asymmetry: A Cross-Sectional Study, International Journal of Cancer Management (2022)
10. Human Homeobox Tgiflx Regulates Cdx1, Cdx2, and Oct1 Genes Expression in Colorectal Cancer Cell Lines, Middle East Journal of Cancer (2022)
11. Is Target Sign (Bull's Eye Appearance) Associated With Adverse Outcomes in Covid-19 Patients? a Case Series and Literature Review, Caspian Journal of Internal Medicine (2022)
12. Novel Description on Esophageal Timed Barium Swallow: A Correlation Between Advanced Parametrization and Esophageal X-Ray Images, Gastroenterology and Hepatology from Bed to Bench (2022)
13. Successful Stereotactic-Guided Vacuum-Assisted Biopsy in the Evaluation of Breast Microcalcifications: A Study in a Single Tertiary Referral Center in the Middle East, Iranian Journal of Radiology (2022)
14. A Practical, Clinical User-Friendly Format for Breast Ultrasound Report, European Journal of Breast Health (2021)
15. Accurate Estimation of Breast Tumor Size: A Comparison Between Ultrasonography, Mammography, Magnetic Resonance Imaging, and Associated Contributing Factors, European Journal of Breast Health (2021)
16. Automated Detection of Pneumonia Cases Using Deep Transfer Learning With Paediatric Chest X-Ray Images, British Journal of Radiology (2021)
17. Factors Predicting Outcome in Intensive Care Unit-Admitted Covid-19 Patients: Using Clinical, Laboratory, and Radiologic Characteristics, Critical Care Research and Practice (2021)
18. Identification of a Novel Homozygous Mutation in the Ddr2 Gene From a Patient With Spondylo-Meta-Epiphyseal Dysplasia by Whole Exome Sequencing, Iranian Journal of Basic Medical Sciences (2021)
19. Identification of Two Novel Mutations in Pkhd1 Gene From Two Families With Polycystic Kidney Disease by Whole Exome Sequencing, Current Genomics (2021)
20. Pure Mucinous Breast Carcinoma With Micropapillary Pattern in a 32-Year-Old Female, Archives of Breast Cancer (2021)
21. Spinal Arteriovenous Malformations Causing Foix-Alajouanine Syndrome, a Case Report and Review of the Literature, Radiology Case Reports (2021)
22. Papillary Lesion of the Breast in a Young Girl Suspicious to Juvenile Papillomatosis, Clinical Decision Making in a Multi-Disciplinary Team and Review of the Literature, Archives of Breast Cancer (2020)
23. A Heterozygous Stxbp1 Gene De Novo Mutation in an Iranian Child With Epileptic Encephalopathy: Case Report, Acta Medica Iranica (2019)
24. Lower Gray Matter Density in the Anterior Cingulate Cortex and Putamen Can Be Traceable in Chronic Heroin Dependents After Over Three Months of Successful Abstinence, Iranian Journal of Radiology (2017)
25. Hepatic Iron Overload and Fibrosis in Patients With Beta Thalassemia Major After Hematopoietic Stem Cell Transplantation: A Pilot Study, International Journal of Hematology-Oncology and Stem Cell Research (2015)
26. Relationship Between Ct Volumetric Measurements and Doppler Perfusion Indices in Gastrointestinal Liver Metastasis, Radiologia Medica (2015)